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Select a subset of the MNIST database consisting around 500 images of handwritten digits (0,…,9) for training the system, and use another 100 images for testing the system. Create binary or bipolar images of handwritten digits from gray scale images available in MNIST by simple thresholding (indicate the threshold value you used).