GANS and Deepfakes

A collection of GAN & Deepfake papers and repositories.

GANs

• Vanilla GAN ([paper])(https://arxiv.org/abs/1406.2661)
  • Implementations
    • PyTorch
      • [https://github.com/eriklindernoren/PyTorch-GAN/tree/master/implementations/gan]
      • [https://github.com/devnag/pytorch-generative-adversarial-networks]
      • [https://github.com/shivakanthsujit/GAN-PyTorch]
    • Keras
      • [https://github.com/eriklindernoren/Keras-GAN/tree/master/gan]
      • [https://github.com/osh/KerasGAN]
      • [https://github.com/jason71995/Keras-GAN-Library]
      • [https://github.com/Zackory/Keras-MNIST-GAN]

Deepfakes

• Faceswap ([paper])[https://arxiv.org/pdf/2005.05535v4.pdf]
  • Implementations
    • Original
      • [https://github.com/deepfakes/faceswap#overview]
    • Other versions/ wrappers
      • [https://github.com/iperov/DeepFaceLab]
      • [https://github.com/wuhuikai/FaceSwap]
      • [https://github.com/shaoanlu/faceswap-GAN]
      • [https://github.com/MarekKowalski/FaceSwap]
      • [https://github.com/joshua-wu/deepfakes_faceswap]

Deepfake Detection

• MesoNet ([paper])(https://arxiv.org/abs/1809.00888)
  • Implementations
    • PyTorch
      • [https://github.com/HongguLiu/MesoNet-Pytorch]
    • Keras
      • [https://github.com/DariusAf/MesoNet]