We used Keras to build a simple 2 layer neural network to recognize handwritten digits. The network was trained using the 70000 MNIST digits we used in a previous SVM lab. We used Tkinter to build a UI to for user to draw digits and used the trained Keras model to predict the digits being drawn. The predicted accuracy is near 98%, but the actual accuracy seems to be near 60%. We are currently working on implementing letters into it.
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