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Transferring characteristics from one image to another is an exciting proposition. How cool would it be if you could take a photo and convert it into the style of Van Gogh or Picasso! These are examples of cross domain image transfer - we want to take an image from an input domain $D_i$ and then transform it into an image of target domain $D_t$ without necessarily having a one-to-one mapping betwe