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shettysach / Kannada-Handwriting-Calculator

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A calculator that uses handwritten Kannada digits and operators to calculate the result, using contour detection and CNN model predictions. Made using PyTorch, OpenCV, PIL and CustomTkinter.

opencv tensorflow keras jupyter-notebook pillow cnn kannada keras-models handwritten-digit-recognition cnn-keras keras-tensorflow opencv2 cnn-classification convo tensorflow2 mnis kannada-mnist basic-arithmetic-operations kannada-digit handwriting-calculator
  • Updated Jul 11, 2024
  • Jupyter Notebook

shettysach / Kannada-Digit-Recognizer-v1

Star 3

Using a Convolutional Neural Network (CNN) to identify the Kannada numerical digits. Tensorflow (Keras) is used to create, train and load the neural network model. CustomTKinter/TKinter are used to provide the GUI and OpenCV is used to read input form the GUI.

opencv tensorflow keras cnn mnist tkinter mnist-classification convolutional-neural-networks kannada keras-classification-models keras-neural-networks cnn-keras cnn-model digit-recognizer cnn-classification digit-recognition-mnist tensorflow2 kannada-mnist kannada-digit customtkinter
  • Updated Sep 28, 2023
  • Jupyter Notebook

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