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generative-adversarial-network.

Listed 4Updated Sep 1, 2026

  1. Rank 1. stylegan2-pytorchSimplest working implementation of Stylegan2, state of the art generative adversarial network, in Pytorch. Enabling everyone to experience disentanglementGitHub stars: 3.8k
  2. Rank 2. gigagan-pytorchImplementation of GigaGAN, new SOTA GAN out of Adobe. Culmination of nearly a decade of research into GANsGitHub stars: 1.9k
  3. Rank 3. lightweight-ganImplementation of 'lightweight' GAN, proposed in ICLR 2021, in Pytorch. High resolution image generations that can be trained within a day or twoGitHub stars: 1.7k
  4. Rank 4. Fast-SRGANA Fast Deep Learning Model to Upsample Low Resolution Videos to High Resolution at 30fpsGitHub stars: 695