10000 GitHub - aniketmaurya/pytorch-gans: PyTorch implementation of GANs (Generative Adversarial Networks). DCGAN, Pix2Pix, CycleGAN, SRGAN

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PyTorch implementation of GANs (Generative Adversarial Networks). DCGAN, Pix2Pix, CycleGAN, SRGAN

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Name		Name	Last commit message	Last commit date
Latest commit History 64 Commits
DCGAN		DCGAN
pix2pix		pix2pix
unet		unet
.gitignore		.gitignore
.pyup.yml		.pyup.yml
README.md		README.md

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Implementation of Generative Deep Learning Models in PyTorch and PyTorch Lightning

DCGAN

Paper: Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks
Authors: Alec Radford, Luke Metz, Soumith Chintala
Code (PyTorch): dcgan.ipynb by Aniket Maurya
Code (Lightning): dcgan_lightning.ipynb by Aniket Maurya

Pix2Pix

Paper: Image-to-Image Translation with Conditional Adversarial Networks
Authors: Phillip Isola, Jun-Yan Zhu, Tinghui Zhou, Alexei A. Efros
Code (PyTorch): pix2pix.ipynb by Aniket Maurya

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