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This X Does Not Exist Using generative adversarial networks (GAN), we can learn how to create realistic-looking fake versions of almost anything, as shown by this collection of sites that have sprung up in the past month. Learn how it works. This Person Does Not Exist The site that started it all, with the name that says it all. Created using a style-based generative adversarial network (StyleGAN)