Image-to-Image Translation in PyTorch

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

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

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

The author's officially unofficial PyTorch BigGAN implementation.

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

A very simple generative adversarial network (GAN) in PyTorch

🏖 Keras Implementation of Painting outside the box

Toward Multimodal Image-to-Image Translation

Generative Adversarial Networks (GANs) resources sorted by citations

Implementations of (theoretical) generative adversarial networks and comparison without cherry-picking

[NeurIPS 2018] Visual Object Networks: Image Generation with Disentangled 3D Representation.

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

Generative Models Tutorial with Demo: Bayesian Classifier Sampling, Variational Auto Encoder (VAE), Generative Adversial Networks (GANs), Popular GANs Architectures, Auto-Regressive Models, Important Generative Model Papers, Courses, etc..

[NeurIPS 2018] 3D-Aware Scene Manipulation via Inverse Graphics

Code for training and evaluation of the model from "Language Generation with Recurrent Generative Adversarial Networks without Pre-training"

Depth Map Estimation from Monocular Images

Pytorch implementation of Generative Adversarial Text-to-Image Synthesis paper

[CVPR 2019 Oral] Multi-Channel Attention Selection GAN with Cascaded Semantic Guidance for Cross-View Image Translation

Tensorflow implementation of our paper: Few-shot 3D Multi-modal Medical Image Segmentation using Generative Adversarial Learning

FineGAN: Unsupervised Hierarchical Disentanglement for Fine-grained Object Generation and Discovery

Speech Enhancement Generative Adversarial Network in PyTorch

A blog which talks about machine learning, deep learning algorithms and the Math. and Machine learning algorithms written from scratch.

Master Deep Learning Algorithms with Extensive Math by Implementing them using TensorFlow

Grayscale Image Colorization with Generative Adversarial Networks. https://arxiv.org/abs/1803.05400

3D-RecGAN in Tensorflow (ICCV Workshops 2017)

GazeCorrection: Self-Guided Eye Manipulation in the wild using Self-Supervised Generative Adversarial Networks

[ACM MM 2018 Oral] GestureGAN for Hand Gesture-to-Gesture Translation in the Wild