gans

Image-to-Image Translation in PyTorch

Software that can generate photos from paintings, turn horses into zebras, perform style transfer, and more.

Bringing Old Photo Back to Life (CVPR 2020 oral)

A denoising autoencoder + adversarial losses and attention mechanisms for face swapping.

The author's officially unofficial PyTorch BigGAN implementation.

EdgeConnect: Structure Guided Image Inpainting using Edge Prediction, ICCV 2019 https://arxiv.org/abs/1901.00212

A simple interface for editing natural photos with generative neural networks.

Contrastive unpaired image-to-image translation, faster and lighter training than cyclegan (ECCV 2020, in PyTorch)

A sketch extractor for anime/illustration.

🧠💬 Articles I wrote about machine learning, archived from MachineCurve.com.

A very simple generative adversarial network (GAN) in PyTorch

Toward Multimodal Image-to-Image Translation

Research Framework for easy and efficient training of GANs based on Pytorch

Official PyTorch repo for JoJoGAN: One Shot Face Stylization

Synthetic Data Generation for tabular, relational and time series data.

Generative Adversarial Transformers

[NeurIPS 2020] Differentiable Augmentation for Data-Efficient GAN Training

🏖 Keras Implementation of Painting outside the box

[CVPR 2020] GAN Compression: Efficient Architectures for Interactive Conditional GANs

Companion repository to GANs in Action: Deep learning with Generative Adversarial Networks