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We presented this work at the Facebook f8 conference. You can see this video of our talk here, or read on for more details and examples. Decrappification, DeOldification, and Super Resolution In this article we will introduce the idea of “decrappification”, a deep learning method implemented in fastai on PyTorch that can do some pretty amazing things, like… colorize classic black and white movies—even ones from back in the days of silent movies, like this: The same approach can make your old f...