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kannada-digit

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ShettySach / Kannada-Handwriting-Calculator

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A calculator that uses handwritten ಕನ್ನಡ (Kannada) digits and operators to calculate the result, using contour detection and CNN model prediction. Tensorflow (Keras) is used to create, train and load the neural network model used for predictions. CustomTKinter is used to provide the GUI. OpenCV and Pillow (PIL) are used for contour detection..

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 Apr 15, 2024
  • Jupyter Notebook

ShettySach / Kannada-Digit-Recognizer-v1

Star 4

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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