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risyadrzky authored Jan 26, 2021
1 parent 042a428 commit 3c97964
Showing 1 changed file with 126 additions and 0 deletions.
126 changes: 126 additions & 0 deletions Mineral Selector.ipynb
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{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# MINERAL SELECTOR"
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [],
"source": [
"import cv2 as cv2\n",
"import numpy as np"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"(hMin = -1 , sMin = -1, vMin = -1), (hMax = -1 , sMax = -1, vMax = -1)\n"
]
}
],
"source": [
"def nothing(x):\n",
" pass\n",
"\n",
"# Insert your Core Sample Image\n",
"CSample = cv2.imread('Insert Your Core Image Location Here')\n",
"\n",
"# Create a window\n",
"cv2.namedWindow('Mineral Selector')\n",
"\n",
"# Create trackbars for color change\n",
"# Hue is from 0-179 for Opencv\n",
"cv2.createTrackbar('HMin', 'image', 0, 179, nothing)\n",
"cv2.createTrackbar('SMin', 'image', 0, 255, nothing)\n",
"cv2.createTrackbar('VMin', 'image', 0, 255, nothing)\n",
"cv2.createTrackbar('HMax', 'image', 0, 179, nothing)\n",
"cv2.createTrackbar('SMax', 'image', 0, 255, nothing)\n",
"cv2.createTrackbar('VMax', 'image', 0, 255, nothing)\n",
"\n",
"# Set default value for Max HSV trackbars\n",
"cv2.setTrackbarPos('HMax', 'image', 179)\n",
"cv2.setTrackbarPos('SMax', 'image', 255)\n",
"cv2.setTrackbarPos('VMax', 'image', 255)\n",
"\n",
"# Initialize HSV min/max values\n",
"hMin = sMin = vMin = hMax = sMax = vMax = 0\n",
"phMin = psMin = pvMin = phMax = psMax = pvMax = 0\n",
"\n",
"while(1):\n",
" # Get current positions of all trackbars\n",
" hMin = cv2.getTrackbarPos('HMin', 'image')\n",
" sMin = cv2.getTrackbarPos('SMin', 'image')\n",
" vMin = cv2.getTrackbarPos('VMin', 'image')\n",
" hMax = cv2.getTrackbarPos('HMax', 'image')\n",
" sMax = cv2.getTrackbarPos('SMax', 'image')\n",
" vMax = cv2.getTrackbarPos('VMax', 'image')\n",
"\n",
" # Set minimum and maximum HSV values to display\n",
" lower = np.array([hMin, sMin, vMin])\n",
" upper = np.array([hMax, sMax, vMax])\n",
"\n",
" # Convert to HSV format and color threshold\n",
" hsv = cv2.cvtColor(CSample, cv2.COLOR_BGR2HSV)\n",
" mask = cv2.inRange(hsv, lower, upper)\n",
" result = cv2.bitwise_and(CSample, CSample, mask=mask)\n",
"\n",
" # Print if there is a change in HSV value\n",
" if((phMin != hMin) | (psMin != sMin) | (pvMin != vMin) | (phMax != hMax) | (psMax != sMax) | (pvMax != vMax) ):\n",
" print(\"(hMin = %d , sMin = %d, vMin = %d), (hMax = %d , sMax = %d, vMax = %d)\" % (hMin , sMin , vMin, hMax, sMax , vMax))\n",
" phMin = hMin\n",
" psMin = sMin\n",
" pvMin = vMin\n",
" phMax = hMax\n",
" psMax = sMax\n",
" pvMax = vMax\n",
"\n",
" # Display mineral result\n",
" cv2.imshow('Selected Mineral', result)\n",
" if cv2.waitKey(10) & 0xFF == ord('q'):\n",
" break\n",
"\n",
"cv2.destroyAllWindows()"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.8.3"
}
},
"nbformat": 4,
"nbformat_minor": 4
}

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