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kanxx030
38 lines
1.4 KiB
Markdown
38 lines
1.4 KiB
Markdown
# GANS and Deepfakes
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A collection of GAN & Deepfake papers and repositories.
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## GANs
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- Vanilla GAN [(paper)](https://arxiv.org/abs/1406.2661)
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* Implementations
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* PyTorch
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* [https://github.com/eriklindernoren/PyTorch-GAN/tree/master/implementations/gan]
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* [https://github.com/devnag/pytorch-generative-adversarial-networks]
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* [https://github.com/shivakanthsujit/GAN-PyTorch]
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* Keras
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* [https://github.com/eriklindernoren/Keras-GAN/tree/master/gan]
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* [https://github.com/osh/KerasGAN]
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* [https://github.com/jason71995/Keras-GAN-Library]
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* [https://github.com/Zackory/Keras-MNIST-GAN]
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## Deepfakes
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- Faceswap [(paper)](https://arxiv.org/pdf/2005.05535v4.pdf)
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* Implementations
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* Original
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* [https://github.com/deepfakes/faceswap#overview]
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* Other versions/ wrappers
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* [https://github.com/iperov/DeepFaceLab]
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* [https://github.com/wuhuikai/FaceSwap]
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* [https://github.com/shaoanlu/faceswap-GAN]
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* [https://github.com/MarekKowalski/FaceSwap]
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* [https://github.com/joshua-wu/deepfakes_faceswap]
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## Deepfake Detection
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- MesoNet [(paper)](https://arxiv.org/abs/1809.00888)
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* Implementations
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* PyTorch
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* [https://github.com/HongguLiu/MesoNet-Pytorch]
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* Keras
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* [https://github.com/DariusAf/MesoNet]
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