Generative Adversarial Network Open Source Projects

Official Code for DragGAN (SIGGRAPH 2023)

SoftVC VITS Singing Voice Conversion

Image-to-Image Translation in PyTorch

Bringing Old Photo Back to Life (CVPR 2020 oral)

A list of all named GANs!

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

Image-to-image translation with conditional adversarial nets

🦙 LaMa Image Inpainting, Resolution-robust Large Mask Inpainting with Fourier Convolutions, WACV 2022

Build your neural network easy and fast, 莫烦Python中文教学

OpenMMLab Multimodal Advanced, Generative, and Intelligent Creation Toolbox. Unlock the magic 🪄: Generative-AI (AIGC), easy-to-use APIs, awsome model zoo, diffusion models, for text-to-image generation, image/video restoration/enhancement, etc.

Synthesizing and manipulating 2048x1024 images with conditional GANs

Curated list of awesome GAN applications and demo

Tensorflow tutorial from basic to hard, 莫烦Python 中文AI教学

Interactive Image Generation via Generative Adversarial Networks

Compute FID scores with PyTorch.

Simplest working implementation of Stylegan2, state of the art generative adversarial network, in Pytorch. Enabling everyone to experience disentanglement

Synthetic data generation for tabular data

[CVPR2020] Adversarial Latent Autoencoders

StudioGAN is a Pytorch library providing implementations of representative Generative Adversarial Networks (GANs) for conditional/unconditional image generation.

DeepFill v1/v2 with Contextual Attention and Gated Convolution, CVPR 2018, and ICCV 2019 Oral

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

Create Anime Characters with MakeGirlsMoe

Diffusion model papers, survey, and taxonomy

Official Implementation for "Encoding in Style: a StyleGAN Encoder for Image-to-Image Translation" (CVPR 2021) presenting the pixel2style2pixel (pSp) framework

深度学习与PyTorch入门实战视频教程 配套源代码和PPT

Collection of generative models in Pytorch version.

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

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

(ෆ`꒳´ෆ) A Survey on Text-to-Image Generation/Synthesis.

Awesome GAN for Medical Imaging

A large-scale face dataset for face parsing, recognition, generation and editing.

Text to image synthesis using thought vectors

C++ Implementation of PyTorch Tutorials for Everyone

A sketch extractor for anime/illustration.

An AI for Music Generation

MMGeneration is a powerful toolkit for generative models, based on PyTorch and MMCV.

GANimation: Anatomically-aware Facial Animation from a Single Image (ECCV'18 Oral) [PyTorch]

Implementation of GigaGAN, new SOTA GAN out of Adobe. Culmination of nearly a decade of research into GANs

State-of-the-art audio codec with 90x compression factor. Supports 44.1kHz, 24kHz, and 16kHz mono/stereo audio.

Discovering Interpretable GAN Controls [NeurIPS 2020]

Pytorch-based tools for visualizing and understanding the neurons of a GAN. https://gandissect.csail.mit.edu/

Implementation of 'lightweight' GAN, proposed in ICLR 2021, in Pytorch. High resolution image generations that can be trained within a day or two

Collection of google colaboratory notebooks for fast and easy experiments

Synthetic data generators for tabular and time-series data

List of useful data augmentation resources. You will find here some not common techniques, libraries, links to GitHub repos, papers, and others.

Conditional GAN for generating synthetic tabular data.

The official code repository for the second edition of the O'Reilly book Generative Deep Learning: Teaching Machines to Paint, Write, Compose and Play.

Toward Multimodal Image-to-Image Translation

Unsupervised time series anomaly detection library

"Deep Generative Modeling": Introductory Examples

A clean and readable Pytorch implementation of CycleGAN

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

PyTorch implementation of Deep Reinforcement Learning: Policy Gradient methods (TRPO, PPO, A2C) and Generative Adversarial Imitation Learning (GAIL). Fast Fisher vector product TRPO.

A simple PyTorch Implementation of Generative Adversarial Networks, focusing on anime face drawing.

This repository contains the code for the CVPR 2021 paper "GIRAFFE: Representing Scenes as Compositional Generative Neural Feature Fields"

My first Python repo with codes in Machine Learning, NLP and Deep Learning with Keras and Theano

An implementation of CycleGan using TensorFlow

[ICCV 2019] "DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better" by Orest Kupyn, Tetiana Martyniuk, Junru Wu, Zhangyang Wang

Composable GAN framework with api and user interface