VGG19 on original dataset with conventional data augmentation with CCE.ipynb

{
  "nbformat": 4,
  "nbformat_minor": 0,
  "metadata": {
    "colab": {
      "name": "Copy of VGG19 4 classes with augmentation.ipynb",
      "provenance": [],
      "collapsed_sections": [
        "AV8-3APKNa77",
        "ySrBBJ9qNiwD",
        "-R3Vbey1NqI3",
        "eOOHReo9Ru3l"
      ],
      "machine_shape": "hm",
      "toc_visible": true
    },
    "kernelspec": {
      "name": "python3",
      "display_name": "Python 3"
    },
    "language_info": {
      "name": "python"
    },
    "accelerator": "GPU"
  },
  "cells": [
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "5N4oBgCzLRCe"
      },
      "source": [
        "#Loading Dataset and libraries"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "sSD__Dxt7bB_",
        "outputId": "43544579-9003-40c2-a8e2-ddf14c2a95e0"
      },
      "source": [
        "!pip install unrar\n",
        "!unrar x /content/drive/MyDrive/Covid_mrinal/CovidXRay.rar"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "\u001b[1;30;43mStreaming output truncated to the last 5000 lines.\u001b[0m\n",
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            "Extracting  Chest X-Ray image dataset/Normal/Normal-6854.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6855.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6856.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6857.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6858.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6859.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-686.png              \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6860.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6861.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6862.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6863.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6864.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6865.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6866.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6867.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6868.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6869.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-687.png              \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6870.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6871.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6872.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6873.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6874.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6875.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6876.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6877.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6878.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6879.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-688.png              \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6880.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6881.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6882.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6883.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6884.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6885.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6886.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6887.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6888.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6889.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-689.png              \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6890.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6891.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6892.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6893.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6894.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6895.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6896.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6897.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6898.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6899.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-69.png               \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-690.png              \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6900.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6901.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6902.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6903.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6904.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6905.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6906.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6907.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6908.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6909.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-691.png              \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6910.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6911.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6912.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6913.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6914.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6915.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6916.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6917.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6918.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6919.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-692.png              \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6920.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6921.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6922.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6923.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6924.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6925.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6926.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6927.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6928.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6929.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-693.png              \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6930.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6931.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6932.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6933.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6934.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6935.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6936.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6937.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6938.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6939.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-694.png              \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6940.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6941.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6942.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6943.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6944.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6945.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6946.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6947.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6948.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6949.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-695.png              \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6950.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6951.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6952.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6953.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6954.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6955.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6956.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6957.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6958.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6959.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-696.png              \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6960.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6961.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6962.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6963.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6964.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6965.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6966.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6967.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6968.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6969.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-697.png              \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6970.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6971.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6972.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6973.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6974.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6975.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6976.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6977.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6978.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6979.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-698.png              \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6980.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6981.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6982.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6983.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6984.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6985.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6986.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6987.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6988.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6989.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-699.png              \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6990.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6991.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6992.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6993.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6994.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6995.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6996.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6997.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6998.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6999.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7.png                \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-70.png               \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-700.png              \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7000.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7001.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7002.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7003.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7004.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7005.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7006.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7007.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7008.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7009.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-701.png              \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7010.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7011.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7012.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7013.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7014.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7015.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7016.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7017.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7018.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7019.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-702.png              \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7020.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7021.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7022.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7023.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7024.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7025.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7026.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7027.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7028.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7029.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-703.png              \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7030.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7031.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7032.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7033.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7034.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7035.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7036.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7037.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7038.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7039.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-704.png              \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7040.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7041.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7042.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7043.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7044.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7045.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7046.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7047.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7048.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7049.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-705.png              \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7050.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7051.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7052.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7053.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7054.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7055.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7056.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7057.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7058.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7059.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-706.png              \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7060.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7061.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7062.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7063.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7064.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7065.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7066.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7067.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7068.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7069.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-707.png              \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7070.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7071.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7072.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7073.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7074.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7075.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7076.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7077.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7078.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7079.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-708.png              \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7080.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7081.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7082.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7083.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7084.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7085.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7086.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7087.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7088.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7089.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-709.png              \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7090.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7091.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7092.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7093.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7094.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7095.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7096.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7097.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7098.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7099.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-71.png               \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-710.png              \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7100.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7101.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7102.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7103.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7104.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7105.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7106.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7107.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7108.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7109.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-711.png              \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7110.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7111.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7112.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7113.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7114.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7115.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7116.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7117.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7118.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7119.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-712.png              \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7120.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7121.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7122.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7123.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7124.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7125.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7126.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7127.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7128.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7129.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-713.png              \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7130.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7131.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7132.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7133.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7134.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7135.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7136.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7137.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7138.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7139.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-714.png              \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7140.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7141.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7142.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7143.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7144.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7145.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7146.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7147.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7148.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7149.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-715.png              \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7150.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7151.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7152.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7153.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7154.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7155.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7156.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7157.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7158.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7159.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-716.png              \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7160.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7161.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7162.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7163.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7164.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7165.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7166.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7167.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7168.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7169.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-717.png              \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7170.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7171.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7172.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7173.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7174.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7175.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7176.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7177.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7178.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7179.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-718.png              \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7180.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7181.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7182.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7183.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7184.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7185.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7186.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7187.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7188.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7189.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-719.png              \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7190.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7191.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7192.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7193.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7194.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7195.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7196.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7197.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7198.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7199.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-72.png               \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-720.png              \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7200.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7201.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7202.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7203.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7204.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7205.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7206.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7207.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7208.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7209.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-721.png              \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7210.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7211.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7212.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7213.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7214.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7215.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7216.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7217.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7218.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7219.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-722.png              \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7220.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7221.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7222.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7223.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7224.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7225.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7226.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7227.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7228.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7229.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-723.png              \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7230.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7231.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7232.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7233.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7234.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7235.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7236.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7237.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7238.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7239.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-724.png              \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7240.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7241.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7242.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7243.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7244.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7245.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7246.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7247.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7248.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7249.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-725.png              \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7250.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7251.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7252.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7253.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7254.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7255.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7256.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7257.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7258.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7259.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-726.png              \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7260.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7261.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7262.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7263.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7264.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7265.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7266.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7267.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7268.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7269.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-727.png              \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7270.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7271.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7272.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7273.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7274.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7275.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7276.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7277.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7278.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7279.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-728.png              \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7280.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7281.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7282.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7283.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7284.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7285.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7286.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7287.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7288.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7289.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-729.png              \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7290.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7291.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7292.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7293.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7294.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7295.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7296.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7297.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7298.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7299.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-73.png               \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-730.png              \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7300.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7301.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7302.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7303.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7304.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7305.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7306.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7307.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7308.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7309.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-731.png              \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7310.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7311.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7312.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7313.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7314.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7315.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7316.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7317.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7318.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7319.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-732.png              \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7320.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7321.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7322.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7323.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7324.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7325.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7326.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7327.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7328.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7329.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-733.png              \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7330.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7331.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7332.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7333.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7334.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7335.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7336.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7337.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7338.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7339.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-734.png              \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7340.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7341.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7342.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7343.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7344.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7345.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7346.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7347.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7348.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7349.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-735.png              \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7350.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7351.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7352.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7353.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7354.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7355.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7356.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7357.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7358.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7359.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-736.png              \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7360.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7361.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7362.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7363.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7364.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7365.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7366.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7367.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7368.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7369.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-737.png              \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7370.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7371.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7372.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7373.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7374.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7375.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7376.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7377.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7378.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7379.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-738.png              \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7380.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7381.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7382.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7383.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7384.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7385.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7386.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7387.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7388.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7389.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-739.png              \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7390.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7391.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7392.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7393.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7394.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7395.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7396.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7397.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7398.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7399.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-74.png               \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-740.png              \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7400.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7401.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7402.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7403.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7404.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7405.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7406.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7407.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7408.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7409.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-741.png              \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7410.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7411.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7412.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7413.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7414.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7415.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7416.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7417.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7418.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7419.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-742.png              \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7420.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7421.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7422.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7423.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7424.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7425.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7426.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7427.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7428.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7429.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-743.png              \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7430.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7431.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7432.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7433.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7434.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7435.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7436.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7437.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7438.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7439.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-744.png              \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7440.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7441.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7442.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7443.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7444.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7445.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7446.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7447.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7448.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7449.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-745.png              \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7450.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7451.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7452.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7453.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7454.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7455.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7456.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7457.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7458.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7459.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-746.png              \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7460.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7461.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7462.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7463.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7464.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7465.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7466.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7467.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7468.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7469.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-747.png              \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7470.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7471.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7472.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7473.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7474.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7475.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7476.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7477.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7478.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7479.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-748.png              \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7480.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7481.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7482.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7483.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7484.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7485.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7486.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7487.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7488.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7489.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-749.png              \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7490.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7491.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7492.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7493.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7494.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7495.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7496.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7497.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7498.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7499.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-75.png               \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-750.png              \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7500.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7501.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7502.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7503.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7504.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7505.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7506.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7507.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7508.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7509.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-751.png              \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7510.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7511.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7512.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7513.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7514.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7515.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7516.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7517.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7518.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7519.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-752.png              \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7520.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7521.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7522.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7523.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7524.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7525.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7526.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7527.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7528.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7529.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-753.png              \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7530.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7531.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7532.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7533.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7534.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7535.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7536.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7537.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7538.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7539.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-754.png              \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7540.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7541.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7542.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7543.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7544.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7545.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7546.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7547.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7548.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7549.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-755.png              \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7550.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7551.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7552.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7553.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7554.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7555.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7556.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7557.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7558.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7559.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-756.png              \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7560.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7561.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7562.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7563.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7564.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7565.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7566.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7567.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7568.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7569.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-757.png              \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7570.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7571.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7572.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7573.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7574.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7575.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7576.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7577.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7578.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7579.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-758.png              \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7580.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7581.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7582.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7583.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7584.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7585.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7586.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7587.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7588.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7589.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-759.png              \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7590.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7591.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7592.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7593.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7594.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7595.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7596.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7597.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7598.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7599.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-76.png               \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-760.png              \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7600.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7601.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7602.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7603.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7604.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7605.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7606.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7607.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7608.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7609.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-761.png              \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7610.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7611.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7612.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7613.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7614.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7615.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7616.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7617.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7618.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7619.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-762.png              \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7620.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7621.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7622.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7623.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7624.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7625.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7626.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7627.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7628.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7629.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-763.png              \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7630.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7631.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7632.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7633.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7634.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7635.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7636.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7637.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7638.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7639.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-764.png              \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7640.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7641.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7642.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7643.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7644.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7645.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7646.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7647.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7648.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7649.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-765.png              \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7650.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7651.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7652.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7653.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7654.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7655.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7656.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7657.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7658.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7659.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-766.png              \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7660.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7661.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7662.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7663.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7664.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7665.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7666.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7667.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7668.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7669.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-767.png              \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7670.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7671.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7672.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7673.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7674.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7675.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7676.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7677.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7678.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7679.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-768.png              \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7680.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7681.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7682.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7683.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7684.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7685.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7686.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7687.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7688.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7689.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-769.png              \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7690.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7691.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7692.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7693.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7694.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7695.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7696.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7697.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7698.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7699.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-77.png               \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-770.png              \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7700.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7701.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7702.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7703.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7704.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7705.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7706.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7707.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7708.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7709.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-771.png              \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7710.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7711.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7712.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7713.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7714.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7715.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7716.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7717.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7718.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7719.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-772.png              \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7720.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7721.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7722.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7723.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7724.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7725.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7726.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7727.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7728.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7729.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-773.png              \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7730.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7731.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7732.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7733.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7734.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7735.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7736.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7737.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7738.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7739.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-774.png              \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7740.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7741.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7742.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7743.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7744.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7745.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7746.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7747.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7748.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7749.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-775.png              \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7750.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7751.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7752.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7753.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7754.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7755.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7756.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7757.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7758.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7759.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-776.png              \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7760.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7761.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7762.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7763.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7764.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7765.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7766.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7767.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7768.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7769.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-777.png              \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7770.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7771.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7772.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7773.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7774.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7775.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7776.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7777.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7778.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7779.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-778.png              \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7780.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7781.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7782.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7783.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7784.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7785.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7786.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7787.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7788.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7789.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-779.png              \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7790.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7791.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7792.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7793.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7794.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7795.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7796.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7797.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7798.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7799.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-78.png               \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-780.png              \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7800.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7801.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7802.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7803.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7804.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7805.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7806.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7807.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7808.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7809.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-781.png              \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7810.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7811.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7812.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7813.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7814.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7815.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7816.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7817.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7818.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7819.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-782.png              \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7820.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7821.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7822.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7823.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7824.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7825.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7826.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7827.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7828.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7829.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-783.png              \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7830.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7831.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7832.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7833.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7834.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7835.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7836.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7837.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7838.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7839.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-784.png              \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7840.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7841.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7842.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7843.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7844.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7845.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7846.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7847.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7848.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7849.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-785.png              \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7850.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7851.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7852.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7853.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7854.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7855.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7856.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7857.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7858.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7859.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-786.png              \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7860.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7861.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7862.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7863.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7864.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7865.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7866.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7867.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7868.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7869.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-787.png              \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7870.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7871.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7872.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7873.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7874.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7875.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7876.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7877.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7878.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7879.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-788.png              \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7880.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7881.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7882.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7883.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7884.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7885.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7886.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7887.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7888.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7889.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-789.png              \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7890.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7891.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7892.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7893.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7894.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7895.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7896.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7897.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7898.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7899.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-79.png               \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-790.png              \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7900.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7901.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7902.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7903.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7904.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7905.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7906.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7907.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7908.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7909.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-791.png              \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7910.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7911.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7912.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7913.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7914.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7915.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7916.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7917.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7918.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7919.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-792.png              \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7920.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7921.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7922.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7923.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7924.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7925.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7926.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7927.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7928.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7929.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-793.png              \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7930.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7931.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7932.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7933.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7934.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7935.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7936.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7937.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7938.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7939.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-794.png              \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7940.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7941.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7942.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7943.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7944.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7945.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7946.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7947.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7948.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7949.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-795.png              \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7950.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7951.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7952.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7953.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7954.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7955.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7956.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7957.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7958.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7959.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-796.png              \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7960.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7961.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7962.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7963.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7964.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7965.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7966.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7967.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7968.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7969.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-797.png              \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7970.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7971.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7972.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7973.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7974.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7975.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7976.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7977.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7978.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7979.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-798.png              \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7980.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7981.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7982.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7983.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7984.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7985.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7986.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7987.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7988.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7989.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-799.png              \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7990.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7991.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7992.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7993.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7994.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7995.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7996.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7997.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7998.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7999.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8.png                \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-80.png               \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-800.png              \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8000.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8001.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8002.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8003.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8004.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8005.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8006.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8007.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8008.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8009.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-801.png              \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8010.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8011.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8012.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8013.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8014.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8015.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8016.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8017.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8018.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8019.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-802.png              \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8020.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8021.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8022.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8023.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8024.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8025.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8026.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8027.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8028.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8029.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-803.png              \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8030.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8031.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8032.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8033.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8034.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8035.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8036.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8037.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8038.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8039.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-804.png              \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8040.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8041.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8042.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8043.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8044.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8045.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8046.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8047.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8048.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8049.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-805.png              \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8050.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8051.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8052.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8053.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8054.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8055.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8056.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8057.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8058.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8059.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-806.png              \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8060.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8061.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8062.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8063.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8064.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8065.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8066.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8067.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8068.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8069.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-807.png              \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8070.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8071.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8072.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8073.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8074.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8075.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8076.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8077.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8078.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8079.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-808.png              \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8080.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8081.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8082.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8083.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8084.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8085.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8086.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8087.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8088.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8089.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-809.png              \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8090.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8091.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8092.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8093.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8094.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8095.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8096.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8097.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8098.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8099.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-81.png               \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-810.png              \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8100.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8101.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8102.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8103.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8104.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8105.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8106.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8107.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8108.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8109.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-811.png              \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8110.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8111.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8112.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8113.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8114.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8115.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8116.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8117.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8118.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8119.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-812.png              \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8120.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8121.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8122.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8123.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8124.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8125.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8126.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8127.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8128.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8129.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-813.png              \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8130.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8131.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8132.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8133.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8134.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8135.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8136.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8137.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8138.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8139.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-814.png              \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8140.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8141.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8142.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8143.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8144.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8145.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8146.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8147.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8148.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8149.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-815.png              \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8150.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8151.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8152.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8153.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8154.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8155.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8156.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8157.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8158.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8159.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-816.png              \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8160.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8161.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8162.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8163.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8164.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8165.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8166.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8167.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8168.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8169.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-817.png              \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8170.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8171.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8172.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8173.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8174.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8175.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8176.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8177.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8178.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8179.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-818.png              \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8180.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8181.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8182.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8183.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8184.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8185.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8186.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8187.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8188.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8189.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-819.png              \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8190.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8191.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8192.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8193.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8194.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8195.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8196.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8197.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8198.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8199.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-82.png               \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-820.png              \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8200.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8201.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8202.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8203.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8204.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8205.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8206.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8207.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8208.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8209.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-821.png              \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8210.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8211.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8212.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8213.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8214.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8215.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8216.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8217.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8218.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8219.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-822.png              \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8220.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8221.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8222.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8223.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8224.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8225.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8226.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8227.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8228.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8229.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-823.png              \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8230.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8231.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8232.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8233.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8234.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8235.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8236.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8237.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8238.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8239.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-824.png              \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8240.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8241.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8242.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8243.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8244.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8245.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8246.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8247.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8248.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8249.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-825.png              \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8250.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8251.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8252.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8253.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8254.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8255.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8256.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8257.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8258.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8259.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-826.png              \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8260.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8261.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8262.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8263.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8264.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8265.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8266.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8267.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8268.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8269.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-827.png              \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8270.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8271.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8272.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8273.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8274.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8275.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8276.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8277.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8278.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8279.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-828.png              \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8280.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8281.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8282.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8283.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8284.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8285.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8286.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8287.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8288.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8289.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-829.png              \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8290.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8291.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8292.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8293.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8294.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8295.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8296.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8297.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8298.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8299.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-83.png               \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-830.png              \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8300.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8301.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8302.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8303.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8304.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8305.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8306.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8307.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8308.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8309.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-831.png              \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8310.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8311.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8312.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8313.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8314.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8315.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8316.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8317.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8318.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8319.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-832.png              \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8320.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8321.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8322.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8323.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8324.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8325.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8326.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8327.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8328.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8329.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-833.png              \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8330.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8331.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8332.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8333.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8334.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8335.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8336.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8337.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8338.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8339.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-834.png              \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8340.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8341.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8342.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8343.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8344.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8345.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8346.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8347.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8348.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8349.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-835.png              \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8350.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8351.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8352.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8353.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8354.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8355.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8356.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8357.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8358.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8359.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-836.png              \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8360.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8361.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8362.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8363.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8364.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8365.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8366.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8367.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8368.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8369.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-837.png              \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8370.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8371.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8372.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8373.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8374.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8375.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8376.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8377.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8378.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8379.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-838.png              \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8380.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8381.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8382.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8383.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8384.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8385.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8386.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8387.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8388.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8389.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-839.png              \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8390.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8391.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8392.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8393.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8394.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8395.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8396.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8397.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8398.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8399.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-84.png               \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-840.png              \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8400.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8401.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8402.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8403.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8404.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8405.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8406.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8407.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8408.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8409.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-841.png              \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8410.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8411.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8412.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8413.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8414.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8415.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8416.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8417.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8418.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8419.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-842.png              \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8420.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8421.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8422.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8423.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8424.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8425.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8426.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8427.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8428.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8429.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-843.png              \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8430.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8431.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8432.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8433.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8434.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8435.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8436.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8437.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8438.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8439.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-844.png              \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8440.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8441.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8442.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8443.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8444.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8445.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8446.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8447.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8448.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8449.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-845.png              \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8450.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8451.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8452.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8453.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8454.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8455.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8456.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8457.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8458.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8459.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-846.png              \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8460.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8461.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8462.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8463.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8464.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8465.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8466.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8467.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8468.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8469.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-847.png              \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8470.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8471.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8472.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8473.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8474.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8475.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8476.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8477.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8478.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8479.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-848.png              \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8480.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8481.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8482.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8483.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8484.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8485.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8486.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8487.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8488.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8489.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-849.png              \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8490.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8491.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8492.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8493.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8494.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8495.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8496.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8497.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8498.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8499.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-85.png               \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-850.png              \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8500.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8501.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8502.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8503.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8504.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8505.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8506.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8507.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8508.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8509.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-851.png              \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8510.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8511.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8512.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8513.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8514.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8515.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8516.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8517.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8518.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8519.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-852.png              \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8520.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8521.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8522.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8523.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8524.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8525.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8526.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8527.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8528.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8529.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-853.png              \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8530.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8531.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8532.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8533.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8534.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8535.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8536.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8537.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8538.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8539.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-854.png              \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8540.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8541.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8542.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8543.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8544.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8545.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8546.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8547.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8548.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8549.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-855.png              \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8550.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8551.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8552.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8553.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8554.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8555.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8556.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8557.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8558.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8559.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-856.png              \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8560.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8561.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8562.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8563.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8564.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8565.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8566.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8567.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8568.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8569.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-857.png              \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8570.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8571.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8572.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8573.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8574.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8575.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8576.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8577.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8578.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8579.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-858.png              \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8580.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8581.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8582.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8583.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8584.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8585.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8586.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8587.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8588.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8589.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-859.png              \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8590.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8591.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8592.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8593.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8594.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8595.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8596.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8597.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8598.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8599.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-86.png               \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-860.png              \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8600.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8601.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8602.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8603.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8604.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8605.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8606.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8607.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8608.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8609.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-861.png              \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8610.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8611.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8612.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8613.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8614.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8615.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8616.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8617.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8618.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8619.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-862.png              \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8620.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8621.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8622.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8623.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8624.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8625.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8626.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8627.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8628.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8629.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-863.png              \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8630.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8631.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8632.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8633.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8634.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8635.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8636.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8637.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8638.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8639.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-864.png              \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8640.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8641.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8642.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8643.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8644.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8645.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8646.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8647.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8648.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8649.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-865.png              \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8650.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8651.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8652.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8653.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8654.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8655.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8656.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8657.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8658.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8659.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-866.png              \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8660.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8661.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8662.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8663.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8664.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8665.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8666.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8667.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8668.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8669.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-867.png              \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8670.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8671.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8672.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8673.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8674.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8675.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8676.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8677.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8678.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8679.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-868.png              \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8680.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8681.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8682.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8683.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8684.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8685.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8686.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8687.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8688.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8689.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-869.png              \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8690.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8691.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8692.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8693.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8694.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8695.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8696.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8697.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8698.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8699.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-87.png               \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-870.png              \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8700.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8701.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8702.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8703.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8704.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8705.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8706.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8707.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8708.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8709.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-871.png              \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8710.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8711.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8712.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8713.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8714.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8715.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8716.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8717.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8718.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8719.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-872.png              \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8720.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8721.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8722.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8723.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8724.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8725.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8726.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8727.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8728.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8729.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-873.png              \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8730.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8731.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8732.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8733.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8734.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8735.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8736.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8737.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8738.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8739.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-874.png              \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8740.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8741.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8742.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8743.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8744.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8745.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8746.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8747.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8748.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8749.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-875.png              \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8750.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8751.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8752.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8753.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8754.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8755.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8756.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8757.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8758.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8759.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-876.png              \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8760.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8761.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8762.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8763.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8764.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8765.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8766.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8767.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8768.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8769.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-877.png              \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8770.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8771.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8772.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8773.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8774.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8775.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8776.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8777.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8778.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8779.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-878.png              \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8780.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8781.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8782.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8783.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8784.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8785.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8786.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8787.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8788.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8789.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-879.png              \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8790.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8791.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8792.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8793.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8794.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8795.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8796.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8797.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8798.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8799.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-88.png               \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-880.png              \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8800.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8801.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8802.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8803.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8804.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8805.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8806.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8807.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8808.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8809.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-881.png              \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8810.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8811.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8812.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8813.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8814.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8815.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8816.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8817.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8818.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8819.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-882.png              \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8820.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8821.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8822.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8823.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8824.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8825.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8826.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8827.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8828.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8829.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-883.png              \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8830.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8831.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8832.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8833.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8834.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8835.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8836.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8837.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8838.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8839.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-884.png              \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8840.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8841.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8842.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8843.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8844.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8845.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8846.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8847.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8848.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8849.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-885.png              \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8850.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8851.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8852.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8853.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8854.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8855.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8856.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8857.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8858.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8859.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-886.png              \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8860.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8861.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8862.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8863.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8864.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8865.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8866.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8867.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8868.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8869.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-887.png              \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8870.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8871.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8872.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8873.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8874.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8875.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8876.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8877.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8878.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8879.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-888.png              \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8880.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8881.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8882.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8883.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8884.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8885.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8886.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8887.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8888.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8889.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-889.png              \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8890.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8891.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8892.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8893.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8894.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8895.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8896.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8897.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8898.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8899.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-89.png               \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-890.png              \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8900.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8901.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8902.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8903.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8904.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8905.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8906.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8907.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8908.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8909.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-891.png              \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8910.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8911.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8912.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8913.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8914.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8915.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8916.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8917.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8918.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8919.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-892.png              \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8920.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8921.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8922.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8923.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8924.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8925.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8926.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8927.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8928.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8929.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-893.png              \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8930.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8931.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8932.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8933.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8934.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8935.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8936.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8937.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8938.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8939.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-894.png              \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8940.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8941.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8942.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8943.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8944.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8945.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8946.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8947.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8948.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8949.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-895.png              \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8950.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8951.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8952.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8953.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8954.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8955.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8956.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8957.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8958.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8959.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-896.png              \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8960.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8961.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8962.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8963.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8964.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8965.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8966.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8967.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8968.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8969.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-897.png              \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8970.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8971.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8972.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8973.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8974.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8975.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8976.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8977.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8978.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8979.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-898.png              \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8980.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8981.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8982.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8983.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8984.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8985.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8986.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8987.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8988.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8989.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-899.png              \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8990.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8991.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8992.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8993.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8994.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8995.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8996.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8997.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8998.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8999.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9.png                \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-90.png               \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-900.png              \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9000.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9001.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9002.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9003.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9004.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9005.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9006.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9007.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9008.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9009.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-901.png              \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9010.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9011.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9012.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9013.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9014.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9015.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9016.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9017.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9018.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9019.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-902.png              \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9020.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9021.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9022.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9023.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9024.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9025.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9026.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9027.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9028.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9029.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-903.png              \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9030.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9031.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9032.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9033.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9034.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9035.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9036.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9037.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9038.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9039.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-904.png              \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9040.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9041.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9042.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9043.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9044.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9045.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9046.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9047.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9048.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9049.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-905.png              \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9050.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9051.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9052.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9053.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9054.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9055.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9056.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9057.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9058.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9059.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-906.png              \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9060.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9061.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9062.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9063.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9064.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9065.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9066.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9067.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9068.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9069.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-907.png              \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9070.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9071.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9072.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9073.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9074.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9075.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9076.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9077.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9078.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9079.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-908.png              \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9080.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9081.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9082.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9083.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9084.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9085.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9086.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9087.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9088.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9089.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-909.png              \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9090.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9091.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9092.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9093.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9094.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9095.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9096.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9097.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9098.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9099.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-91.png               \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-910.png              \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9100.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9101.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9102.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9103.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9104.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9105.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9106.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9107.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9108.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9109.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-911.png              \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9110.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9111.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9112.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9113.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9114.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9115.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9116.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9117.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9118.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9119.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-912.png              \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9120.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9121.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9122.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9123.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9124.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9125.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9126.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9127.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9128.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9129.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-913.png              \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9130.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9131.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9132.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9133.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9134.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9135.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9136.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9137.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9138.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9139.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-914.png              \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9140.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9141.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9142.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9143.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9144.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9145.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9146.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9147.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9148.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9149.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-915.png              \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9150.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9151.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9152.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9153.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9154.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9155.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9156.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9157.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9158.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9159.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-916.png              \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9160.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9161.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9162.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9163.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9164.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9165.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9166.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9167.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9168.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9169.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-917.png              \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9170.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9171.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9172.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9173.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9174.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9175.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9176.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9177.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9178.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9179.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-918.png              \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9180.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9181.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9182.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9183.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9184.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9185.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9186.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9187.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9188.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9189.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-919.png              \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9190.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9191.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9192.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9193.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9194.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9195.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9196.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9197.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9198.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9199.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-92.png               \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-920.png              \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9200.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9201.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9202.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9203.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9204.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9205.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9206.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9207.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9208.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9209.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-921.png              \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9210.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9211.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9212.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9213.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9214.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9215.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9216.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9217.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9218.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9219.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-922.png              \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9220.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9221.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9222.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9223.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9224.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9225.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9226.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9227.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9228.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9229.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-923.png              \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9230.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9231.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9232.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9233.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9234.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9235.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9236.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9237.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9238.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9239.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-924.png              \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9240.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9241.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9242.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9243.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9244.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9245.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9246.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9247.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9248.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9249.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-925.png              \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9250.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9251.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9252.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9253.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9254.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9255.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9256.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9257.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9258.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9259.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-926.png              \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9260.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9261.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9262.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9263.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9264.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9265.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9266.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9267.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9268.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9269.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-927.png              \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9270.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9271.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9272.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9273.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9274.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9275.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9276.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9277.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9278.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9279.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-928.png              \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9280.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9281.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9282.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9283.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9284.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9285.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9286.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9287.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9288.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9289.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-929.png              \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9290.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9291.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9292.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9293.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9294.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9295.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9296.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9297.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9298.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9299.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-93.png               \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-930.png              \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9300.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9301.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9302.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9303.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9304.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9305.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9306.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9307.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9308.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9309.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-931.png              \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9310.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9311.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9312.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9313.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9314.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9315.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9316.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9317.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9318.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9319.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-932.png              \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9320.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9321.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9322.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9323.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9324.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9325.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9326.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9327.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9328.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9329.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-933.png              \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9330.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9331.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9332.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9333.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9334.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9335.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9336.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9337.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9338.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9339.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-934.png              \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9340.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9341.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9342.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9343.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9344.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9345.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9346.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9347.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9348.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9349.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-935.png              \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9350.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9351.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9352.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9353.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9354.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9355.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9356.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9357.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9358.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9359.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-936.png              \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9360.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9361.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9362.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9363.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9364.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9365.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9366.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9367.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9368.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9369.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-937.png              \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9370.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9371.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9372.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9373.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9374.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9375.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9376.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9377.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9378.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9379.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-938.png              \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9380.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9381.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9382.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9383.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9384.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9385.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9386.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9387.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9388.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9389.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-939.png              \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9390.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9391.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9392.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9393.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9394.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9395.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9396.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9397.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9398.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9399.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-94.png               \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-940.png              \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9400.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9401.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9402.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9403.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9404.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9405.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9406.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9407.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9408.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9409.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-941.png              \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9410.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9411.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9412.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9413.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9414.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9415.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9416.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9417.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9418.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9419.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-942.png              \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9420.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9421.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9422.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9423.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9424.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9425.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9426.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9427.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9428.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9429.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-943.png              \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9430.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9431.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9432.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9433.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9434.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9435.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9436.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9437.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9438.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9439.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-944.png              \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9440.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9441.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9442.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9443.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9444.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9445.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9446.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9447.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9448.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9449.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-945.png              \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9450.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9451.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9452.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9453.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9454.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9455.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9456.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9457.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9458.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9459.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-946.png              \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9460.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9461.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9462.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9463.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9464.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9465.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9466.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9467.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9468.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9469.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-947.png              \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9470.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9471.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9472.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9473.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9474.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9475.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9476.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9477.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9478.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9479.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-948.png              \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9480.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9481.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9482.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9483.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9484.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9485.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9486.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9487.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9488.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9489.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-949.png              \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9490.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9491.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9492.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9493.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9494.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9495.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9496.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9497.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9498.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9499.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-95.png               \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-950.png              \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9500.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9501.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9502.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9503.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9504.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9505.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9506.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9507.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9508.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9509.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-951.png              \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9510.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9511.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9512.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9513.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9514.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9515.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9516.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9517.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9518.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9519.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-952.png              \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9520.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9521.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9522.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9523.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9524.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9525.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9526.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9527.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9528.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9529.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-953.png              \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9530.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9531.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9532.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9533.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9534.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9535.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9536.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9537.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9538.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9539.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-954.png              \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9540.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9541.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9542.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9543.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9544.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9545.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9546.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9547.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9548.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9549.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-955.png              \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9550.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9551.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9552.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9553.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9554.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9555.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9556.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9557.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9558.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9559.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-956.png              \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9560.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9561.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9562.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9563.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9564.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9565.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9566.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9567.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9568.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9569.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-957.png              \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9570.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9571.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9572.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9573.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9574.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9575.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9576.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9577.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9578.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9579.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-958.png              \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9580.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9581.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9582.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9583.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9584.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9585.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9586.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9587.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9588.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9589.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-959.png              \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9590.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9591.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9592.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9593.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9594.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9595.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9596.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9597.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9598.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9599.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-96.png               \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-960.png              \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9600.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9601.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9602.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9603.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9604.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9605.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9606.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9607.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9608.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9609.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-961.png              \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9610.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9611.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9612.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9613.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9614.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9615.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9616.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9617.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9618.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9619.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-962.png              \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9620.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9621.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9622.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9623.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9624.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9625.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9626.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9627.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9628.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9629.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-963.png              \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9630.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9631.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9632.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9633.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9634.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9635.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9636.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9637.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9638.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9639.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-964.png              \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9640.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9641.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9642.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9643.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9644.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9645.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9646.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9647.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9648.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9649.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-965.png              \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9650.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9651.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9652.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9653.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9654.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9655.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9656.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9657.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9658.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9659.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-966.png              \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9660.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9661.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9662.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9663.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9664.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9665.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9666.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9667.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9668.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9669.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-967.png              \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9670.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9671.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9672.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9673.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9674.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9675.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9676.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9677.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9678.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9679.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-968.png              \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9680.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9681.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9682.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9683.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9684.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9685.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9686.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9687.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9688.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9689.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-969.png              \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9690.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9691.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9692.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9693.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9694.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9695.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9696.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9697.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9698.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9699.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-97.png               \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-970.png              \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9700.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9701.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9702.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9703.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9704.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9705.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9706.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9707.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9708.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9709.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-971.png              \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9710.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9711.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9712.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9713.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9714.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9715.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9716.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9717.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9718.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9719.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-972.png              \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9720.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9721.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9722.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9723.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9724.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9725.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9726.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9727.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9728.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9729.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-973.png              \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9730.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9731.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9732.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9733.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9734.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9735.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9736.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9737.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9738.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9739.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-974.png              \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9740.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9741.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9742.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9743.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9744.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9745.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9746.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9747.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9748.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9749.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-975.png              \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9750.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9751.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9752.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9753.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9754.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9755.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9756.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9757.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9758.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9759.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-976.png              \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9760.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9761.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9762.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9763.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9764.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9765.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9766.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9767.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9768.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9769.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-977.png              \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9770.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9771.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9772.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9773.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9774.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9775.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9776.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9777.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9778.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9779.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-978.png              \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9780.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9781.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9782.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9783.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9784.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9785.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9786.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9787.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9788.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9789.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-979.png              \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9790.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9791.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9792.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9793.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9794.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9795.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9796.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9797.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9798.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9799.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-98.png               \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-980.png              \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9800.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9801.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9802.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9803.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9804.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9805.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9806.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9807.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9808.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9809.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-981.png              \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9810.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9811.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9812.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9813.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9814.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9815.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9816.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9817.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9818.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9819.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-982.png              \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9820.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9821.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9822.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9823.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9824.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9825.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9826.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9827.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9828.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9829.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-983.png              \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9830.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9831.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9832.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9833.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9834.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9835.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9836.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9837.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9838.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9839.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-984.png              \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9840.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9841.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9842.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9843.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9844.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9845.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9846.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9847.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9848.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9849.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-985.png              \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9850.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9851.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9852.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9853.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9854.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9855.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9856.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9857.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9858.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9859.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-986.png              \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9860.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9861.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9862.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9863.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9864.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9865.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9866.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9867.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9868.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9869.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-987.png              \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9870.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9871.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9872.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9873.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9874.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9875.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9876.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9877.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9878.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9879.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-988.png              \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9880.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9881.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9882.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9883.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9884.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9885.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9886.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9887.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9888.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9889.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-989.png              \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9890.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9891.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9892.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9893.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9894.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9895.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9896.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9897.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9898.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9899.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-99.png               \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-990.png              \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9900.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9901.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9902.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9903.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9904.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9905.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9906.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9907.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9908.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9909.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-991.png              \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9910.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9911.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9912.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9913.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9914.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9915.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9916.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9917.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9918.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9919.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-992.png              \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9920.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9921.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9922.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9923.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9924.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9925.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9926.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9927.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9928.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9929.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-993.png              \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9930.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9931.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9932.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9933.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9934.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9935.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9936.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9937.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9938.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9939.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-994.png              \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9940.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9941.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9942.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9943.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9944.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9945.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9946.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9947.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9948.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9949.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-995.png              \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9950.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9951.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9952.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9953.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9954.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9955.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9956.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9957.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9958.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9959.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-996.png              \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9960.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9961.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9962.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9963.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9964.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9965.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9966.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9967.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9968.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9969.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-997.png              \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9970.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9971.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9972.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9973.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9974.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9975.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9976.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9977.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9978.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9979.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-998.png              \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9980.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9981.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9982.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9983.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9984.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9985.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9986.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9987.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9988.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9989.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-999.png              \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9990.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9991.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9992.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9993.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9994.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9995.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9996.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9997.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9998.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9999.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Creating    Chest X-Ray image dataset/Viral Pneumonia                 OK\n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1.png     \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-10.png     \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-100.png     \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1000.png     \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1001.png     \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1002.png     \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1003.png     \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1004.png     \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1005.png     \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1006.png     \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1007.png     \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1008.png     \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1009.png     \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-101.png     \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1010.png     \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1011.png     \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1012.png     \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1013.png     \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1014.png     \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1015.png     \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1016.png     \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1017.png     \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1018.png     \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1019.png     \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-102.png     \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1020.png     \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1021.png     \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1022.png     \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1023.png     \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1024.png     \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1025.png     \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1026.png     \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1027.png     \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1028.png     \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1029.png     \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-103.png     \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1030.png     \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1031.png     \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1032.png     \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1033.png     \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1034.png     \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1035.png     \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1036.png     \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1037.png     \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1038.png     \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1039.png     \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-104.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1040.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1041.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1042.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1043.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1044.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1045.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1046.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1047.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1048.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1049.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-105.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1050.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1051.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1052.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1053.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1054.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1055.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1056.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1057.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1058.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1059.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-106.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1060.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1061.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1062.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1063.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1064.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1065.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1066.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1067.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1068.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1069.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-107.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1070.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1071.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1072.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1073.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1074.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1075.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1076.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1077.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1078.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1079.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-108.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1080.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1081.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1082.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1083.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1084.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1085.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1086.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1087.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1088.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1089.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-109.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1090.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1091.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1092.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1093.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1094.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1095.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1096.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1097.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1098.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1099.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-11.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-110.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1100.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1101.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1102.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1103.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1104.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1105.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1106.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1107.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1108.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1109.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-111.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1110.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1111.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1112.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1113.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1114.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1115.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1116.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1117.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1118.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1119.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-112.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1120.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1121.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1122.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1123.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1124.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1125.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1126.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1127.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1128.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1129.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-113.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1130.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1131.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1132.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1133.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1134.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1135.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1136.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1137.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1138.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1139.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-114.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1140.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1141.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1142.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1143.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1144.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1145.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1146.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1147.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1148.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1149.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-115.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1150.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1151.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1152.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1153.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1154.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1155.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1156.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1157.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1158.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1159.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-116.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1160.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1161.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1162.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1163.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1164.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1165.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1166.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1167.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1168.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1169.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-117.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1170.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1171.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1172.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1173.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1174.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1175.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1176.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1177.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1178.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1179.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-118.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1180.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1181.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1182.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1183.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1184.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1185.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1186.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1187.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1188.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1189.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-119.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1190.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1191.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1192.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1193.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1194.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1195.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1196.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1197.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1198.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1199.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-12.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-120.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1200.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1201.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1202.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1203.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1204.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1205.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1206.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1207.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1208.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1209.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-121.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1210.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1211.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1212.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1213.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1214.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1215.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1216.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1217.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1218.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1219.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-122.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1220.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1221.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1222.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1223.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1224.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1225.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1226.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1227.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1228.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1229.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-123.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1230.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1231.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1232.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1233.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1234.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1235.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1236.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1237.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1238.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1239.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-124.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1240.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1241.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1242.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1243.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1244.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1245.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1246.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1247.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1248.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1249.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-125.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1250.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1251.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1252.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1253.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1254.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1255.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1256.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1257.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1258.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1259.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-126.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1260.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1261.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1262.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1263.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1264.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1265.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1266.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1267.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1268.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1269.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-127.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1270.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1271.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1272.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1273.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1274.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1275.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1276.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1277.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1278.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1279.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-128.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1280.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1281.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1282.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1283.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1284.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1285.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1286.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1287.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1288.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1289.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-129.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1290.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1291.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1292.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1293.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1294.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1295.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1296.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1297.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1298.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1299.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-13.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-130.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1300.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1301.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1302.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1303.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1304.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1305.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1306.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1307.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1308.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1309.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-131.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1310.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1311.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1312.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1313.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1314.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1315.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1316.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1317.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1318.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1319.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-132.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1320.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1321.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1322.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1323.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1324.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1325.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1326.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1327.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1328.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1329.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-133.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1330.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1331.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1332.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1333.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1334.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1335.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1336.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1337.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1338.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1339.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-134.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1340.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1341.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1342.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1343.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1344.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1345.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-135.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-136.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-137.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-138.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-139.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-14.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-140.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-141.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-142.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-143.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-144.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-145.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-146.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-147.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-148.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-149.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-15.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-150.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-151.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-152.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-153.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-154.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-155.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-156.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-157.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-158.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-159.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-16.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-160.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-161.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-162.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-163.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-164.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-165.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-166.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-167.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-168.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-169.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-17.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-170.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-171.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-172.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-173.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-174.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-175.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-176.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-177.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-178.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-179.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-18.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-180.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-181.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-182.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-183.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-184.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-185.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-186.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-187.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-188.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-189.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-19.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-190.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-191.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-192.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-193.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-194.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-195.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-196.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-197.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-198.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-199.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-2.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-20.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-200.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-201.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-202.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-203.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-204.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-205.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-206.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-207.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-208.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-209.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-21.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-210.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-211.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-212.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-213.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-214.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-215.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-216.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-217.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-218.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-219.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-22.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-220.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-221.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-222.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-223.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-224.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-225.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-226.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-227.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-228.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-229.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-23.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-230.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-231.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-232.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-233.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-234.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-235.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-236.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-237.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-238.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-239.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-24.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-240.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-241.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-242.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-243.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-244.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-245.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-246.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-247.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-248.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-249.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-25.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-250.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-251.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-252.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-253.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-254.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-255.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-256.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-257.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-258.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-259.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-26.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-260.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-261.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-262.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-263.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-264.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-265.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-266.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-267.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-268.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-269.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-27.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-270.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-271.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-272.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-273.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-274.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-275.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-276.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-277.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-278.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-279.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-28.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-280.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-281.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-282.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-283.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-284.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-285.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-286.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-287.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-288.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-289.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-29.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-290.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-291.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-292.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-293.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-294.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-295.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-296.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-297.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-298.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-299.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-3.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-30.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-300.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-301.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-302.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-303.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-304.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-305.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-306.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-307.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-308.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-309.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-31.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-310.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-311.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-312.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-313.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-314.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-315.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-316.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-317.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-318.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-319.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-32.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-320.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-321.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-322.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-323.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-324.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-325.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-326.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-327.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-328.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-329.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-33.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-330.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-331.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-332.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-333.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-334.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-335.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-336.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-337.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-338.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-339.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-34.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-340.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-341.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-342.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-343.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-344.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-345.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-346.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-347.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-348.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-349.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-35.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-350.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-351.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-352.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-353.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-354.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-355.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-356.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-357.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-358.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-359.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-36.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-360.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-361.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-362.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-363.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-364.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-365.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-366.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-367.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-368.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-369.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-37.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-370.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-371.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-372.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-373.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-374.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-375.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-376.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-377.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-378.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-379.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-38.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-380.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-381.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-382.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-383.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-384.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-385.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-386.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-387.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-388.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-389.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-39.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-390.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-391.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-392.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-393.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-394.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-395.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-396.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-397.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-398.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-399.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-4.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-40.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-400.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-401.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-402.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-403.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-404.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-405.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-406.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-407.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-408.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-409.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-41.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-410.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-411.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-412.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-413.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-414.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-415.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-416.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-417.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-418.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-419.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-42.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-420.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-421.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-422.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-423.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-424.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-425.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-426.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-427.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-428.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-429.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-43.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-430.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-431.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-432.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-433.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-434.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-435.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-436.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-437.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-438.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-439.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-44.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-440.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-441.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-442.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-443.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-444.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-445.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-446.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-447.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-448.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-449.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-45.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-450.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-451.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-452.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-453.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-454.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-455.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-456.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-457.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-458.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-459.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-46.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-460.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-461.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-462.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-463.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-464.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-465.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-466.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-467.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-468.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-469.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-47.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-470.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-471.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-472.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-473.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-474.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-475.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-476.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-477.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-478.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-479.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-48.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-480.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-481.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-482.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-483.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-484.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-485.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-486.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-487.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-488.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-489.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-49.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-490.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-491.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-492.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-493.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-494.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-495.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-496.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-497.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-498.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-499.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-5.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-50.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-500.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-501.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-502.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-503.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-504.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-505.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-506.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-507.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-508.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-509.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-51.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-510.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-511.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-512.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-513.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-514.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-515.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-516.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-517.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-518.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-519.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-52.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-520.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-521.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-522.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-523.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-524.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-525.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-526.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-527.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-528.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-529.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-53.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-530.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-531.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-532.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-533.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-534.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-535.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-536.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-537.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-538.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-539.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-54.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-540.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-541.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-542.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-543.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-544.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-545.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-546.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-547.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-548.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-549.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-55.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-550.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-551.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-552.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-553.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-554.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-555.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-556.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-557.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-558.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-559.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-56.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-560.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-561.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-562.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-563.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-564.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-565.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-566.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-567.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-568.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-569.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-57.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-570.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-571.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-572.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-573.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-574.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-575.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-576.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-577.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-578.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-579.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-58.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-580.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-581.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-582.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-583.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-584.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-585.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-586.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-587.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-588.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-589.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-59.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-590.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-591.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-592.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-593.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-594.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-595.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-596.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-597.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-598.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-599.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-6.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-60.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-600.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-601.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-602.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-603.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-604.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-605.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-606.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-607.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-608.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-609.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-61.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-610.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-611.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-612.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-613.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-614.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-615.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-616.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-617.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-618.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-619.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-62.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-620.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-621.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-622.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-623.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-624.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-625.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-626.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-627.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-628.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-629.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-63.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-630.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-631.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-632.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-633.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-634.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-635.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-636.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-637.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-638.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-639.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-64.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-640.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-641.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-642.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-643.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-644.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-645.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-646.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-647.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-648.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-649.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-65.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-650.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-651.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-652.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-653.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-654.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-655.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-656.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-657.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-658.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-659.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-66.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-660.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-661.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-662.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-663.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-664.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-665.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-666.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-667.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-668.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-669.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-67.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-670.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-671.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-672.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-673.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-674.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-675.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-676.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-677.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-678.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-679.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-68.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-680.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-681.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-682.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-683.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-684.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-685.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-686.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-687.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-688.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-689.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-69.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-690.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-691.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-692.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-693.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-694.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-695.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-696.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-697.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-698.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-699.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-7.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-70.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-700.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-701.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-702.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-703.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-704.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-705.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-706.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-707.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-708.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-709.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-71.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-710.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-711.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-712.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-713.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-714.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-715.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-716.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-717.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-718.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-719.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-72.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-720.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-721.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-722.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-723.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-724.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-725.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-726.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-727.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-728.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-729.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-73.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-730.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-731.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-732.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-733.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-734.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-735.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-736.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-737.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-738.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-739.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-74.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-740.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-741.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-742.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-743.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-744.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-745.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-746.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-747.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-748.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-749.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-75.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-750.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-751.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-752.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-753.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-754.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-755.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-756.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-757.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-758.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-759.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-76.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-760.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-761.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-762.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-763.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-764.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-765.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-766.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-767.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-768.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-769.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-77.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-770.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-771.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-772.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-773.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-774.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-775.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-776.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-777.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-778.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-779.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-78.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-780.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-781.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-782.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-783.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-784.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-785.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-786.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-787.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-788.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-789.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-79.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-790.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-791.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-792.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-793.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-794.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-795.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-796.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-797.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-798.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-799.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-8.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-80.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-800.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-801.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-802.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-803.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-804.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-805.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-806.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-807.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-808.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-809.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-81.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-810.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-811.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-812.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-813.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-814.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-815.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-816.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-817.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-818.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-819.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-82.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-820.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-821.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-822.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-823.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-824.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-825.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-826.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-827.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-828.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-829.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-83.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-830.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-831.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-832.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-833.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-834.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-835.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-836.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-837.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-838.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-839.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-84.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-840.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-841.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-842.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-843.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-844.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-845.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-846.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-847.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-848.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-849.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-85.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-850.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-851.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-852.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-853.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-854.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-855.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-856.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-857.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-858.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-859.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-86.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-860.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-861.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-862.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-863.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-864.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-865.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-866.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-867.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-868.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-869.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-87.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-870.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-871.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-872.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-873.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-874.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-875.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-876.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-877.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-878.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-879.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-88.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-880.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-881.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-882.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-883.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-884.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-885.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-886.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-887.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-888.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-889.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-89.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-890.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-891.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-892.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-893.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-894.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-895.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-896.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-897.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-898.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-899.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-9.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-90.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-900.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-901.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-902.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-903.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-904.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-905.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-906.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-907.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-908.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-909.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-91.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-910.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-911.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-912.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-913.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-914.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-915.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-916.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-917.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-918.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-919.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-92.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-920.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-921.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-922.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-923.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-924.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-925.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-926.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-927.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-928.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-929.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-93.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-930.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-931.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-932.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-933.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-934.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-935.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-936.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-937.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-938.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-939.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-94.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-940.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-941.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-942.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-943.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-944.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-945.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-946.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-947.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-948.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-949.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-95.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-950.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-951.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-952.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-953.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-954.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-955.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-956.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-957.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-958.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-959.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-96.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-960.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-961.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-962.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-963.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-964.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-965.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-966.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-967.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-968.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-969.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-97.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-970.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-971.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-972.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-973.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-974.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-975.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-976.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-977.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-978.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-979.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-98.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-980.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-981.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-982.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-983.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-984.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-985.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-986.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-987.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-988.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-989.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-99.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-990.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-991.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-992.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-993.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-994.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-995.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-996.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-997.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-998.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-999.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "All OK\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "77nOhOMqugPn"
      },
      "source": [
        "import numpy as np\n",
        "import pandas as pd\n",
        "import matplotlib.pyplot as plt\n",
        "import keras\n",
        "from keras.preprocessing.image import ImageDataGenerator\n",
        "import tensorflow as tf\n",
        "import os\n",
        "from matplotlib.pyplot import imread\n",
        "from sklearn.model_selection import train_test_split\n",
        "from sklearn.utils import class_weight\n",
        "from sklearn.preprocessing import LabelBinarizer, LabelEncoder\n",
        "import cv2\n",
        "from sklearn.metrics import confusion_matrix\n",
        "import seaborn as sns\n",
        "from sklearn.metrics import matthews_corrcoef\n",
        "from sklearn.metrics import classification_report\n",
        "from sklearn.metrics import plot_confusion_matrix"
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "SjJcoWrxhdGC"
      },
      "source": [
        "images = []\n",
        "classes_labels = []\n",
        "for i in os.listdir(\"/content/dataset\"):\n",
        "  class_path = f\"/content/dataset/{i}\"\n",
        "  for j in os.listdir(class_path):\n",
        "    file_path = f\"{class_path}/{j}\"\n",
        "    classes_labels.append(i)\n",
        "    images.append(cv2.resize(cv2.imread(file_path, 1), (224, 224)))"
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "QSgo-05YlG4V"
      },
      "source": [
        "lb = LabelBinarizer()\n",
        "classes_labels = lb.fit_transform(classes_labels)"
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "eBabNBzujary"
      },
      "source": [
        "train_images, test_images, train_labels, test_labels = train_test_split(images, classes_labels, test_size = 0.2, random_state = 42)"
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "AV8-3APKNa77"
      },
      "source": [
        "#Dataset Description"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "ZzIs58YPkT91"
      },
      "source": [
        "#Complete Dataset Description\n",
        "items = set(classes_labels)\n",
        "for i in items:\n",
        "  print(f\"{lb.classes_[i]} : {list(classes_labels).count(i)}\")"
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "mm3IY2WIkqBm"
      },
      "source": [
        "#Training Set Description\n",
        "items = set(train_labels)\n",
        "for i in items:\n",
        "  print(f\"{lb.classes_[i]} : {list(train_labels).count(i)}\")"
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "RsN_zovVk6OJ"
      },
      "source": [
        "#Test Set Description\n",
        "items = set(test_labels)\n",
        "for i in items:\n",
        "  print(f\"{lb.classes_[i]} : {list(test_labels).count(i)}\")"
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "9zEKd-P1Neyj"
      },
      "source": [
        "#Data Generation and augmentation"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "X25ll_y0_KUR"
      },
      "source": [
        "train_generator = ImageDataGenerator(rotation_range=5, horizontal_flip=True, zoom_range=0.15, width_shift_range=20, height_shift_range=20, validation_split=0.2)"
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "EkCKNRCvluog"
      },
      "source": [
        "test_generator = ImageDataGenerator()"
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "c8ewsxkUpvoL"
      },
      "source": [
        "train_images = np.array(train_images)\n",
        "train_labels = np.array(train_labels)"
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "a0foos9dp90G"
      },
      "source": [
        "test_images = np.array(test_images)\n",
        "test_labels = np.array(test_labels)"
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "7ENSL-lo_nl0"
      },
      "source": [
        "train = train_generator.flow(x=train_images, y=train_labels, seed=42, shuffle=True, subset=\"training\")"
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "N1z4BYOgAex5"
      },
      "source": [
        "validation = train_generator.flow(x=train_images, y=train_labels, seed=42, shuffle=True, subset=\"validation\")"
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "9RvZOy5hfDfv"
      },
      "source": [
        "test = test_generator.flow(x=test_images, y=test_labels, seed=42, shuffle=True)"
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "8vTz903TuxC7"
      },
      "source": [
        "labels = [np.argmax(x) for x in train_labels]"
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "9il5FrjcqW8X"
      },
      "source": [
        "class_weights = class_weight.compute_class_weight(class_weight=\"balanced\", classes=[0, 1, 2, 3], y=labels)"
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "eWo0pym-q-Ky"
      },
      "source": [
        "model_class_weights = {x : y for x, y in enumerate(class_weights)}"
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "ySrBBJ9qNiwD"
      },
      "source": [
        "#Data Visualization Methods"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "m-_g10v_K2Us"
      },
      "source": [
        "def data(history):\n",
        "  return pd.DataFrame(data=list(zip(history.history[\"accuracy\"], history.history[\"val_accuracy\"], history.history[\"loss\"], history.history[\"val_loss\"], history.history[\"recall\"], history.history[\"val_recall\"], history.history[\"precision\"], history.history[\"val_precision\"], history.history[\"auc\"], history.history[\"val_auc\"], history.history[\"specificity\"], history.history[\"val_specificity\"], history.history[\"sensitivity\"], history.history[\"val_sensitivity\"], history.history[\"mcc\"], history.history[\"val_mcc\"])) , columns=[\"Accuracy\", \"Validation Accuracy\", \"Loss\", \"Validation Loss\", \"Recall\", \"Validation Recall\", \"Precision\", \"Validation Precision\", \"AUC\", \"Validation AUC\", \"Specificity\", \"Validation Specificity\" ,\"Sensitivity\", \"Validation Sensitivity\", \"MCC\", \"Validation MCC\"])"
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "30R2jkk2tOrB"
      },
      "source": [
        "def history_visualization(df):\n",
        "  sns.set_style('darkgrid')\n",
        "  nrow = 4\n",
        "  ncol = 2\n",
        "  df_columns = df.columns\n",
        "  df_list = [df[col] for col in df]\n",
        "  titles=[\"Accuracy Visualization\", \"Loss Visualization\", \"Recall Visualization\", \"Precision Visualization\", \"AUC Visualization\", \"Specificity Visualization\", \"Sensitivity Visualization\", \"MCC Visualization\"]\n",
        "  fig, axes = plt.subplots(nrow, ncol, figsize=(20, 16))\n",
        "  count = 0\n",
        "  i = 0\n",
        "  for r in range(nrow):\n",
        "    for c in range(ncol):\n",
        "        df_list[count].plot(ax=axes[r,c], x=\"Number of Epochs\", legend=\"brief\", label=df_columns[count], marker=\"o\").set_title(titles[i])\n",
        "        df_list[count+1].plot(ax=axes[r, c], x=\"Number of Epochs\", legend=\"brief\" ,label=df_columns[count+1], marker=\"o\").set_title(titles[i])\n",
        "        i+=1\n",
        "        count+=2"
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "5M0lfIRwvqbg"
      },
      "source": [
        "early_stoping = keras.callbacks.EarlyStopping(monitor=\"val_loss\", patience=8, restore_best_weights=True)"
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "-R3Vbey1NqI3"
      },
      "source": [
        "#Custom Metrics using tensorflow"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "1leTsibNFqXV"
      },
      "source": [
        "def true_positive(y_true, y_pred):\n",
        "  y_true = tf.argmax(y_true)\n",
        "  y_pred = tf.argmax(y_pred)\n",
        "  res = tf.math.confusion_matrix(y_true, y_pred, dtype=tf.float32)\n",
        "  return tf.reduce_sum(tf.linalg.diag_part(res), axis = 0)\n",
        "\n",
        "def false_positive(y_true, y_pred):\n",
        "  y_true = tf.argmax(y_true)\n",
        "  y_pred = tf.argmax(y_pred)\n",
        "  res = tf.math.confusion_matrix(y_true, y_pred, dtype=tf.float32)\n",
        "  return tf.reduce_sum(tf.reduce_sum(res, axis = 1) - tf.linalg.diag_part(res), axis = 0)\n",
        "\n",
        "def false_negative(y_true, y_pred):\n",
        "  y_true = tf.argmax(y_true)\n",
        "  y_pred = tf.argmax(y_pred)\n",
        "  res = tf.math.confusion_matrix(y_true, y_pred, dtype=tf.float32)\n",
        "  return tf.reduce_sum(tf.reduce_sum(res, axis = 1) - tf.linalg.diag_part(res), axis = 0)\n",
        "\n",
        "def true_negative(y_true, y_pred):\n",
        "  y_true_res = tf.argmax(y_true)\n",
        "  y_pred_res = tf.argmax(y_pred)\n",
        "  res = tf.math.confusion_matrix(y_true_res, y_pred_res, dtype=tf.float32)\n",
        "  return tf.reduce_sum(tf.reduce_sum(res, axis = 1), axis=0) - (false_negative(y_true, y_pred) + false_positive(y_true, y_pred) + true_positive(y_true, y_pred))"
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "5NXlJQc_HVG_"
      },
      "source": [
        "def sensitivity(y_true, y_pred):\n",
        "    y_actual = tf.argmax(y_true).numpy()\n",
        "    y_hat = tf.argmax(y_pred).numpy()\n",
        "    TP = 0\n",
        "    FP = 0\n",
        "    TN = 0\n",
        "    FN = 0\n",
        "    for i in range(len(y_hat)): \n",
        "        if y_actual[i]==y_hat[i]==1:\n",
        "           TP += 1\n",
        "        if y_hat[i]==1 and y_actual[i]!=y_hat[i]:\n",
        "           FP += 1\n",
        "        if y_actual[i]==y_hat[i]==0:\n",
        "           TN += 1\n",
        "        if y_hat[i]==0 and y_actual[i]!=y_hat[i]:\n",
        "           FN += 1\n",
        "    num = float(TP)\n",
        "    den = float(TP + FN)\n",
        "    if den == 0.0:\n",
        "      return tf.constant(0.0, dtype=tf.float32)\n",
        "    return tf.constant(float(num/den), dtype=tf.float32)\n",
        "\n",
        "def specificity(y_true, y_pred):\n",
        "    y_actual = tf.argmax(y_true).numpy()\n",
        "    y_hat = tf.argmax(y_pred).numpy()\n",
        "    TP = 0\n",
        "    FP = 0\n",
        "    TN = 0\n",
        "    FN = 0\n",
        "    for i in range(len(y_hat)): \n",
        "        if y_actual[i]==y_hat[i]==1:\n",
        "           TP += 1\n",
        "        if y_hat[i]==1 and y_actual[i]!=y_hat[i]:\n",
        "           FP += 1\n",
        "        if y_actual[i]==y_hat[i]==0:\n",
        "           TN += 1\n",
        "        if y_hat[i]==0 and y_actual[i]!=y_hat[i]:\n",
        "           FN += 1\n",
        "    num = float(TN)\n",
        "    den = float(TN + FP)\n",
        "    if den == 0.0:\n",
        "      return tf.constant(0.0, dtype=tf.float32)\n",
        "    return tf.constant(float(num/den), dtype=tf.float32)"
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "K4nsXQmUR2x3"
      },
      "source": [
        "def mcc(y_true, y_pred):\n",
        "  y_true = tf.argmax(y_true).numpy()\n",
        "  y_pred = tf.argmax(y_pred).numpy()\n",
        "\n",
        "  return tf.constant(matthews_corrcoef(y_true, y_pred))"
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "eOOHReo9Ru3l"
      },
      "source": [
        "#VGG19 with Categorical Cross Entropy"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "drIBk3c5BUX2",
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "outputId": "cb90e01b-db79-43de-8c29-a64db0546225"
      },
      "source": [
        "from tensorflow.keras.applications.vgg19 import VGG19\n",
        "base_model_resnet50 = VGG19(include_top=False, weights=\"imagenet\", input_shape=(224, 224, 3))\n",
        "base_model_resnet50.trainable = False\n",
        "base_model_resnet50.summary()\n",
        "final_model_resnet50 = keras.models.Sequential([base_model_resnet50, keras.layers.Flatten(), keras.layers.Dense(4, activation=\"softmax\")])\n",
        "final_model_resnet50.compile(optimizer=\"adam\", loss=\"categorical_crossentropy\", metrics=[keras.metrics.Accuracy(), keras.metrics.Precision(), keras.metrics.Recall(), keras.metrics.AUC(), specificity, sensitivity, mcc], run_eagerly=True)\n",
        "resnet50_history = final_model_resnet50.fit(train, validation_data=validation, epochs = 25, batch_size=32, callbacks=[early_stoping])"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Downloading data from https://storage.googleapis.com/tensorflow/keras-applications/vgg19/vgg19_weights_tf_dim_ordering_tf_kernels_notop.h5\n",
            "80142336/80134624 [==============================] - 1s 0us/step\n",
            "80150528/80134624 [==============================] - 1s 0us/step\n",
            "Model: \"vgg19\"\n",
            "_________________________________________________________________\n",
            " Layer (type)                Output Shape              Param #   \n",
            "=================================================================\n",
            " input_1 (InputLayer)        [(None, 224, 224, 3)]     0         \n",
            "                                                                 \n",
            " block1_conv1 (Conv2D)       (None, 224, 224, 64)      1792      \n",
            "                                                                 \n",
            " block1_conv2 (Conv2D)       (None, 224, 224, 64)      36928     \n",
            "                                                                 \n",
            " block1_pool (MaxPooling2D)  (None, 112, 112, 64)      0         \n",
            "                                                                 \n",
            " block2_conv1 (Conv2D)       (None, 112, 112, 128)     73856     \n",
            "                                                                 \n",
            " block2_conv2 (Conv2D)       (None, 112, 112, 128)     147584    \n",
            "                                                                 \n",
            " block2_pool (MaxPooling2D)  (None, 56, 56, 128)       0         \n",
            "                                                                 \n",
            " block3_conv1 (Conv2D)       (None, 56, 56, 256)       295168    \n",
            "                                                                 \n",
            " block3_conv2 (Conv2D)       (None, 56, 56, 256)       590080    \n",
            "                                                                 \n",
            " block3_conv3 (Conv2D)       (None, 56, 56, 256)       590080    \n",
            "                                                                 \n",
            " block3_conv4 (Conv2D)       (None, 56, 56, 256)       590080    \n",
            "                                                                 \n",
            " block3_pool (MaxPooling2D)  (None, 28, 28, 256)       0         \n",
            "                                                                 \n",
            " block4_conv1 (Conv2D)       (None, 28, 28, 512)       1180160   \n",
            "                                                                 \n",
            " block4_conv2 (Conv2D)       (None, 28, 28, 512)       2359808   \n",
            "                                                                 \n",
            " block4_conv3 (Conv2D)       (None, 28, 28, 512)       2359808   \n",
            "                                                                 \n",
            " block4_conv4 (Conv2D)       (None, 28, 28, 512)       2359808   \n",
            "                                                                 \n",
            " block4_pool (MaxPooling2D)  (None, 14, 14, 512)       0         \n",
            "                                                                 \n",
            " block5_conv1 (Conv2D)       (None, 14, 14, 512)       2359808   \n",
            "                                                                 \n",
            " block5_conv2 (Conv2D)       (None, 14, 14, 512)       2359808   \n",
            "                                                                 \n",
            " block5_conv3 (Conv2D)       (None, 14, 14, 512)       2359808   \n",
            "                                                                 \n",
            " block5_conv4 (Conv2D)       (None, 14, 14, 512)       2359808   \n",
            "                                                                 \n",
            " block5_pool (MaxPooling2D)  (None, 7, 7, 512)         0         \n",
            "                                                                 \n",
            "=================================================================\n",
            "Total params: 20,024,384\n",
            "Trainable params: 0\n",
            "Non-trainable params: 20,024,384\n",
            "_________________________________________________________________\n",
            "Epoch 1/25\n",
            "424/424 [==============================] - 263s 584ms/step - loss: 5.2852 - accuracy: 0.4459 - precision: 0.7803 - recall: 0.7802 - auc: 0.8736 - specificity: 0.6132 - sensitivity: 0.3974 - mcc: 0.5507 - val_loss: 4.4415 - val_accuracy: 0.5459 - val_precision: 0.8222 - val_recall: 0.8222 - val_auc: 0.8979 - val_specificity: 0.6604 - val_sensitivity: 0.4151 - val_mcc: 0.6692\n",
            "Epoch 2/25\n",
            "424/424 [==============================] - 249s 586ms/step - loss: 5.2648 - accuracy: 0.6112 - precision: 0.8265 - recall: 0.8264 - auc: 0.8984 - specificity: 0.7476 - sensitivity: 0.4493 - mcc: 0.6618 - val_loss: 5.3059 - val_accuracy: 0.6716 - val_precision: 0.8411 - val_recall: 0.8411 - val_auc: 0.9063 - val_specificity: 0.7893 - val_sensitivity: 0.4292 - val_mcc: 0.7033\n",
            "Epoch 3/25\n",
            "424/424 [==============================] - 246s 581ms/step - loss: 5.1363 - accuracy: 0.6713 - precision: 0.8393 - recall: 0.8390 - auc: 0.9054 - specificity: 0.7386 - sensitivity: 0.4776 - mcc: 0.6866 - val_loss: 5.8371 - val_accuracy: 0.6994 - val_precision: 0.8464 - val_recall: 0.8464 - val_auc: 0.9062 - val_specificity: 0.7500 - val_sensitivity: 0.5267 - val_mcc: 0.6964\n",
            "Epoch 4/25\n",
            "424/424 [==============================] - 242s 571ms/step - loss: 5.0265 - accuracy: 0.7164 - precision: 0.8574 - recall: 0.8574 - auc: 0.9151 - specificity: 0.7877 - sensitivity: 0.4587 - mcc: 0.7073 - val_loss: 5.6521 - val_accuracy: 0.6983 - val_precision: 0.8429 - val_recall: 0.8429 - val_auc: 0.9044 - val_specificity: 0.7893 - val_sensitivity: 0.4811 - val_mcc: 0.7205\n",
            "Epoch 5/25\n",
            "424/424 [==============================] - 241s 568ms/step - loss: 5.0170 - accuracy: 0.7295 - precision: 0.8600 - recall: 0.8600 - auc: 0.9166 - specificity: 0.7539 - sensitivity: 0.5000 - mcc: 0.7252 - val_loss: 6.6329 - val_accuracy: 0.7350 - val_precision: 0.8346 - val_recall: 0.8346 - val_auc: 0.8994 - val_specificity: 0.7028 - val_sensitivity: 0.4575 - val_mcc: 0.6909\n",
            "Epoch 6/25\n",
            "424/424 [==============================] - 242s 570ms/step - loss: 5.1626 - accuracy: 0.7566 - precision: 0.8632 - recall: 0.8630 - auc: 0.9190 - specificity: 0.7775 - sensitivity: 0.5035 - mcc: 0.7412 - val_loss: 6.3594 - val_accuracy: 0.7621 - val_precision: 0.8618 - val_recall: 0.8618 - val_auc: 0.9162 - val_specificity: 0.7406 - val_sensitivity: 0.4811 - val_mcc: 0.6531\n",
            "Epoch 7/25\n",
            "424/424 [==============================] - 240s 565ms/step - loss: 5.0162 - accuracy: 0.7647 - precision: 0.8715 - recall: 0.8715 - auc: 0.9233 - specificity: 0.7932 - sensitivity: 0.4823 - mcc: 0.7454 - val_loss: 6.3854 - val_accuracy: 0.7693 - val_precision: 0.8615 - val_recall: 0.8615 - val_auc: 0.9159 - val_specificity: 0.8443 - val_sensitivity: 0.4906 - val_mcc: 0.7497\n",
            "Epoch 8/25\n",
            "424/424 [==============================] - 236s 556ms/step - loss: 4.7341 - accuracy: 0.7762 - precision: 0.8796 - recall: 0.8796 - auc: 0.9285 - specificity: 0.8384 - sensitivity: 0.4847 - mcc: 0.7629 - val_loss: 6.5254 - val_accuracy: 0.7857 - val_precision: 0.8624 - val_recall: 0.8624 - val_auc: 0.9140 - val_specificity: 0.7689 - val_sensitivity: 0.4009 - val_mcc: 0.7337\n",
            "Epoch 9/25\n",
            "424/424 [==============================] - 234s 551ms/step - loss: 5.1218 - accuracy: 0.7915 - precision: 0.8752 - recall: 0.8752 - auc: 0.9251 - specificity: 0.8172 - sensitivity: 0.4870 - mcc: 0.7602 - val_loss: 7.4345 - val_accuracy: 0.7707 - val_precision: 0.8420 - val_recall: 0.8420 - val_auc: 0.9016 - val_specificity: 0.8223 - val_sensitivity: 0.5142 - val_mcc: 0.7117\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "kgMJdGCWK9qL"
      },
      "source": [
        "df = data(resnet50_history)"
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 311
        },
        "id": "um_KuxqjK_z3",
        "outputId": "c116c60d-9f8d-47c1-f0c9-9b39fa143eac"
      },
      "source": [
        "df"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/html": [
              "\n",
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              "<table border=\"1\" class=\"dataframe\">\n",
              "  <thead>\n",
              "    <tr style=\"text-align: right;\">\n",
              "      <th></th>\n",
              "      <th>Accuracy</th>\n",
              "      <th>Validation Accuracy</th>\n",
              "      <th>Loss</th>\n",
              "      <th>Validation Loss</th>\n",
              "      <th>Recall</th>\n",
              "      <th>Validation Recall</th>\n",
              "      <th>Precision</th>\n",
              "      <th>Validation Precision</th>\n",
              "      <th>AUC</th>\n",
              "      <th>Validation AUC</th>\n",
              "      <th>Specificity</th>\n",
              "      <th>Validation Specificity</th>\n",
              "      <th>Sensitivity</th>\n",
              "      <th>Validation Sensitivity</th>\n",
              "      <th>MCC</th>\n",
              "      <th>Validation MCC</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <th>0</th>\n",
              "      <td>0.445870</td>\n",
              "      <td>0.545851</td>\n",
              "      <td>5.285218</td>\n",
              "      <td>4.441497</td>\n",
              "      <td>0.780156</td>\n",
              "      <td>0.822209</td>\n",
              "      <td>0.780329</td>\n",
              "      <td>0.822209</td>\n",
              "      <td>0.873566</td>\n",
              "      <td>0.897928</td>\n",
              "      <td>0.613208</td>\n",
              "      <td>0.660377</td>\n",
              "      <td>0.397406</td>\n",
              "      <td>0.415094</td>\n",
              "      <td>0.550717</td>\n",
              "      <td>0.669182</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>1</th>\n",
              "      <td>0.611177</td>\n",
              "      <td>0.671589</td>\n",
              "      <td>5.264777</td>\n",
              "      <td>5.305875</td>\n",
              "      <td>0.826443</td>\n",
              "      <td>0.841110</td>\n",
              "      <td>0.826504</td>\n",
              "      <td>0.841110</td>\n",
              "      <td>0.898358</td>\n",
              "      <td>0.906342</td>\n",
              "      <td>0.747642</td>\n",
              "      <td>0.789308</td>\n",
              "      <td>0.449292</td>\n",
              "      <td>0.429245</td>\n",
              "      <td>0.661761</td>\n",
              "      <td>0.703316</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>2</th>\n",
              "      <td>0.671305</td>\n",
              "      <td>0.699424</td>\n",
              "      <td>5.136264</td>\n",
              "      <td>5.837053</td>\n",
              "      <td>0.838993</td>\n",
              "      <td>0.846426</td>\n",
              "      <td>0.839303</td>\n",
              "      <td>0.846426</td>\n",
              "      <td>0.905407</td>\n",
              "      <td>0.906167</td>\n",
              "      <td>0.738601</td>\n",
              "      <td>0.750000</td>\n",
              "      <td>0.477594</td>\n",
              "      <td>0.526730</td>\n",
              "      <td>0.686572</td>\n",
              "      <td>0.696366</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>3</th>\n",
              "      <td>0.716355</td>\n",
              "      <td>0.698317</td>\n",
              "      <td>5.026525</td>\n",
              "      <td>5.652054</td>\n",
              "      <td>0.857449</td>\n",
              "      <td>0.842882</td>\n",
              "      <td>0.857449</td>\n",
              "      <td>0.842882</td>\n",
              "      <td>0.915058</td>\n",
              "      <td>0.904406</td>\n",
              "      <td>0.787736</td>\n",
              "      <td>0.789308</td>\n",
              "      <td>0.458726</td>\n",
              "      <td>0.481132</td>\n",
              "      <td>0.707326</td>\n",
              "      <td>0.720454</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>4</th>\n",
              "      <td>0.729533</td>\n",
              "      <td>0.735012</td>\n",
              "      <td>5.017025</td>\n",
              "      <td>6.632873</td>\n",
              "      <td>0.859959</td>\n",
              "      <td>0.834613</td>\n",
              "      <td>0.859959</td>\n",
              "      <td>0.834613</td>\n",
              "      <td>0.916627</td>\n",
              "      <td>0.899366</td>\n",
              "      <td>0.753931</td>\n",
              "      <td>0.702830</td>\n",
              "      <td>0.500000</td>\n",
              "      <td>0.457547</td>\n",
              "      <td>0.725184</td>\n",
              "      <td>0.690887</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>5</th>\n",
              "      <td>0.756644</td>\n",
              "      <td>0.762109</td>\n",
              "      <td>5.162573</td>\n",
              "      <td>6.359388</td>\n",
              "      <td>0.862985</td>\n",
              "      <td>0.861784</td>\n",
              "      <td>0.863177</td>\n",
              "      <td>0.861784</td>\n",
              "      <td>0.918998</td>\n",
              "      <td>0.916195</td>\n",
              "      <td>0.777516</td>\n",
              "      <td>0.740566</td>\n",
              "      <td>0.503538</td>\n",
              "      <td>0.481132</td>\n",
              "      <td>0.741195</td>\n",
              "      <td>0.653062</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6</th>\n",
              "      <td>0.764709</td>\n",
              "      <td>0.769344</td>\n",
              "      <td>5.016195</td>\n",
              "      <td>6.385357</td>\n",
              "      <td>0.871475</td>\n",
              "      <td>0.861488</td>\n",
              "      <td>0.871539</td>\n",
              "      <td>0.861488</td>\n",
              "      <td>0.923318</td>\n",
              "      <td>0.915867</td>\n",
              "      <td>0.793239</td>\n",
              "      <td>0.844340</td>\n",
              "      <td>0.482311</td>\n",
              "      <td>0.490566</td>\n",
              "      <td>0.745449</td>\n",
              "      <td>0.749664</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>7</th>\n",
              "      <td>0.776244</td>\n",
              "      <td>0.785735</td>\n",
              "      <td>4.734101</td>\n",
              "      <td>6.525446</td>\n",
              "      <td>0.879595</td>\n",
              "      <td>0.862374</td>\n",
              "      <td>0.879595</td>\n",
              "      <td>0.862374</td>\n",
              "      <td>0.928483</td>\n",
              "      <td>0.913957</td>\n",
              "      <td>0.838443</td>\n",
              "      <td>0.768868</td>\n",
              "      <td>0.484670</td>\n",
              "      <td>0.400943</td>\n",
              "      <td>0.762859</td>\n",
              "      <td>0.733669</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>8</th>\n",
              "      <td>0.791451</td>\n",
              "      <td>0.770673</td>\n",
              "      <td>5.121781</td>\n",
              "      <td>7.434483</td>\n",
              "      <td>0.875240</td>\n",
              "      <td>0.841996</td>\n",
              "      <td>0.875240</td>\n",
              "      <td>0.841996</td>\n",
              "      <td>0.925087</td>\n",
              "      <td>0.901636</td>\n",
              "      <td>0.817217</td>\n",
              "      <td>0.822327</td>\n",
              "      <td>0.487028</td>\n",
              "      <td>0.514151</td>\n",
              "      <td>0.760204</td>\n",
              "      <td>0.711717</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "</div>\n",
              "      <button class=\"colab-df-convert\" onclick=\"convertToInteractive('df-2e4b4983-653d-4cce-9db0-88aea17cf776')\"\n",
              "              title=\"Convert this dataframe to an interactive table.\"\n",
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              "    .colab-df-convert {\n",
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              "\n",
              "      <script>\n",
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              "          google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
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              "        async function convertToInteractive(key) {\n",
              "          const element = document.querySelector('#df-2e4b4983-653d-4cce-9db0-88aea17cf776');\n",
              "          const dataTable =\n",
              "            await google.colab.kernel.invokeFunction('convertToInteractive',\n",
              "                                                     [key], {});\n",
              "          if (!dataTable) return;\n",
              "\n",
              "          const docLinkHtml = 'Like what you see? Visit the ' +\n",
              "            '<a target=\"_blank\" href=https://colab.research.google.com/notebooks/data_table.ipynb>data table notebook</a>'\n",
              "            + ' to learn more about interactive tables.';\n",
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              "        }\n",
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              "    </div>\n",
              "  </div>\n",
              "  "
            ],
            "text/plain": [
              "   Accuracy  Validation Accuracy  ...       MCC  Validation MCC\n",
              "0  0.445870             0.545851  ...  0.550717        0.669182\n",
              "1  0.611177             0.671589  ...  0.661761        0.703316\n",
              "2  0.671305             0.699424  ...  0.686572        0.696366\n",
              "3  0.716355             0.698317  ...  0.707326        0.720454\n",
              "4  0.729533             0.735012  ...  0.725184        0.690887\n",
              "5  0.756644             0.762109  ...  0.741195        0.653062\n",
              "6  0.764709             0.769344  ...  0.745449        0.749664\n",
              "7  0.776244             0.785735  ...  0.762859        0.733669\n",
              "8  0.791451             0.770673  ...  0.760204        0.711717\n",
              "\n",
              "[9 rows x 16 columns]"
            ]
          },
          "metadata": {},
          "execution_count": 24
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 934
        },
        "id": "YpVqKfbiLAlP",
        "outputId": "eef90139-a36c-4ff1-d410-9af2a93b6bd4"
      },
      "source": [
        "history_visualization(df)"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "image/png": 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\n",
            "text/plain": [
              "<Figure size 1440x1152 with 8 Axes>"
            ]
          },
          "metadata": {}
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "zlFrhl1x1tVg"
      },
      "source": [
        "test_predictions = final_model_resnet50.predict(test_images)\n",
        "test_predictions_inverse = lb.inverse_transform(test_predictions)"
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "_tOF-2LZ2Sdm"
      },
      "source": [
        "test_labels_inverse = lb.inverse_transform(test_labels)"
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "o8kAx8x12XQZ",
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "outputId": "19666843-daea-4e21-ccfe-d950e7b72db2"
      },
      "source": [
        "print(classification_report(test_labels_inverse, test_predictions_inverse))"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "                 precision    recall  f1-score   support\n",
            "\n",
            "          COVID       0.87      0.75      0.81       737\n",
            "   Lung opacity       0.84      0.80      0.82      1175\n",
            "         Normal       0.85      0.93      0.89      2088\n",
            "Viral Pneumonia       0.98      0.80      0.88       233\n",
            "\n",
            "       accuracy                           0.86      4233\n",
            "      macro avg       0.89      0.82      0.85      4233\n",
            "   weighted avg       0.86      0.86      0.86      4233\n",
            "\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 708
        },
        "id": "bunXqk1fZkcl",
        "outputId": "e73a17ad-e908-46bc-ec72-0e2ec1979d27"
      },
      "source": [
        "plt.figure(figsize=(15, 12))\n",
        "cm = confusion_matrix(test_predictions_inverse, test_labels_inverse)\n",
        "df_cm = pd.DataFrame(cm, index = [i for i in lb.classes_],\n",
        "                  columns = [i for i in lb.classes_])\n",
        "sns.set(font_scale=1.4)\n",
        "sns.heatmap(df_cm, annot=True, annot_kws={\"size\": 16}, fmt='g') \n",
        "plt.show()"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "image/png": 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\n",
            "text/plain": [
              "<Figure size 1080x864 with 2 Axes>"
            ]
          },
          "metadata": {}
        }
      ]
    }
  ]
}