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MakingownMNIST

Well, I need to make own MNIST data using Python. I have this photo. My goal is to make digits dataset (the same as sklearn.datasets.load_digits): each datapoint is a 8x8 image of a digit, dimensionality is 64, features are integers 0-16. Images should be normalized and centered. How can I do this?

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