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Deep Learning can be fun. You give it some cat and dog photos — and it can figure out which photos are of cats and which photos are of dogs. Conversely, you can use techniques like Perceptual loss or GANs (Generative Adversarial Networks) to turn dogs into cats i.e. turn one image into another.