Weekly Update Update, or Update Squared

As I'm going through the TF course, I gain more ideas for the old project of mine where I hit a wall at some point since I realized that I was trying to derive very complex features from a relatively small data set with ML. After learning about transfer learning, augmentation and convolutional NN, I now think I might have a better chance at tackling those problems.

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