DiscoGAN paper: https://arxiv.org/pdf/1703.05192.pdf
Dataset used(edge2shoes) can be found at: https://people.eecs.berkeley.edu/~tinghuiz/projects/pix2pix/datasets/
Got a lot of help with the code from: https://github.com/eriklindernoren/PyTorch-GAN
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