The Top 77 Gans Open Source Projects

Awesome Open Source

Awesome Open Source

Combined Topics

Advertising 📦 10

Application Programming Interfaces 📦 124

Applications 📦 192

Artificial Intelligence 📦 78

Blockchain 📦 73

Build Tools 📦 113

Cloud Computing 📦 80

Code Quality 📦 28

Collaboration 📦 32

Command Line Interface 📦 49

Community 📦 83

Companies 📦 60

Compilers 📦 63

Computer Science 📦 80

Configuration Management 📦 42

Content Management 📦 175

Control Flow 📦 213

Data Formats 📦 78

Data Processing 📦 276

Data Storage 📦 135

Economics 📦 64

Frameworks 📦 215

Graphics 📦 110

Hardware 📦 152

Integrated Development Environments 📦 49

Learning Resources 📦 166

Libraries 📦 129

Lists Of Projects 📦 22

Machine Learning 📦 347

Mapping 📦 64

Marketing 📦 15

Mathematics 📦 55

Messaging 📦 98

Networking 📦 315

Operating Systems 📦 89

Operations 📦 121

Package Managers 📦 55

Programming Languages 📦 245

Runtime Environments 📦 100

Science 📦 42

Security 📦 396

Social Media 📦 27

Software Architecture 📦 72

Software Development 📦 72

Software Performance 📦 58

Software Quality 📦 133

Text Editors 📦 49

Text Processing 📦 136

User Interface 📦 330

User Interface Components 📦 514

Version Control 📦 30

Virtualization 📦 71

Web Browsers 📦 42

Web Servers 📦 26

Web User Interface 📦 210

The Top 77 Gans Open Source Projects

Categories > Machine Learning > Gans

Pytorch Cyclegan And Pix2pix ⭐ 14,770

Image-to-Image Translation in PyTorch

Cyclegan ⭐ 10,484

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

Bringing Old Photos Back To Life ⭐ 8,252

Bringing Old Photo Back to Life (CVPR 2020 oral)

Faceswap Gan ⭐ 2,981

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

Biggan Pytorch ⭐ 2,281

The author's officially unofficial PyTorch BigGAN implementation.

Edge Connect ⭐ 2,014

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

Neural Photo Editor ⭐ 1,994

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

Pytorch Generative Adversarial Networks ⭐ 1,353

A very simple generative adversarial network (GAN) in PyTorch

Bicyclegan ⭐ 1,229

Toward Multimodal Image-to-Image Translation

Torchgan ⭐ 1,161

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

Image Outpainting ⭐ 1,109

🏖 Keras Implementation of Painting outside the box

Contrastive Unpaired Translation ⭐ 887

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

Delving Deep Into Gans ⭐ 835

Generative Adversarial Networks (GANs) resources sorted by citations

Gan Compression ⭐ 815

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

Gans In Action ⭐ 753

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

Data Efficient Gans ⭐ 736

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

Mixnmatch ⭐ 728

Pytorch implementation of MixNMatch

Generative Adversarial Networks implemented in PyTorch and Tensorflow

Melgan Neurips ⭐ 605

GAN-based Mel-Spectrogram Inversion Network for Text-to-Speech Synthesis

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

Gansformer ⭐ 491

Generative Adversarial Transformers

Tf.gans Comparison ⭐ 477

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

Mimicry ⭐ 472

[CVPR 2020 Workshop] A PyTorch GAN library that reproduces research results for popular GANs.

Rewriting ⭐ 462

Rewriting a Deep Generative Model, ECCV 2020 (oral). Interactive tool to directly edit the rules of a GAN to synthesize scenes with objects added, removed, or altered. Change StyleGANv2 to make extravagant eyebrows, or horses wearing hats.

Anycost Gan ⭐ 440

[CVPR 2021] Anycost GANs for Interactive Image Synthesis and Editing

Fast Srgan ⭐ 431

A Fast Deep Learning Model to Upsample Low Resolution Videos to High Resolution at 30fps

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

Selectiongan ⭐ 373

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

Attentiongan ⭐ 356

AttentionGAN for Unpaired Image-to-Image Translation & Multi-Domain Image-to-Image Translation

Shapematchinggan ⭐ 317

[ICCV 2019, Oral] Controllable Artistic Text Style Transfer via Shape-Matching GAN

Pix2depth ⭐ 296

DEPRECATED: Depth Map Estimation from Monocular Images

Text To Image Synthesis ⭐ 292

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

Generative_models_tutorial_with_demo ⭐ 282

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..

Hands On Deep Learning Algorithms With Python ⭐ 279

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

Fewshot_gan Unet3d ⭐ 278

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

Pytorch Gans ⭐ 277

My implementation of various GAN (generative adversarial networks) architectures like vanilla GAN (Goodfellow et al.), cGAN (Mirza et al.), DCGAN (Radford et al.), etc.

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

Rnn.wgan ⭐ 253

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

Finegan ⭐ 247

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

Segan_pytorch ⭐ 245

Speech Enhancement Generative Adversarial Network in PyTorch

Book_deeplearning_in_pytorch_source ⭐ 241

Awesome Real World Rl ⭐ 237

Great resources for making Reinforcement Learning work in Real Life situations. Papers,projects and more.

Cartoonize ⭐ 236

A demo webapp to convert images and videos into cartoon!

GIF is a photorealistic generative face model with explicit 3D geometric and photometric control.

Ml Workspace ⭐ 233

Machine Learning (Beginners Hub), information(courses, books, cheat sheets, live sessions) related to machine learning, data science and python is available

Awesome Gans And Deepfakes ⭐ 229

A curated list of GAN & Deepfake papers and repositories.

Iseebetter ⭐ 222

iSeeBetter: Spatio-Temporal Video Super Resolution using Recurrent-Generative Back-Projection Networks | Python3 | PyTorch | GANs | CNNs | ResNets | RNNs | Published in Springer Journal of Computational Visual Media, September 2020, Tsinghua University Press

Cocosnet ⭐ 220

Cross-domain Correspondence Learning for Exemplar-based Image Translation. (CVPR 2020 Oral)

Colorizing With Gans ⭐ 212

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

A Pytorch Tutorial To Super Resolution ⭐ 176

Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network | a PyTorch Tutorial to Super-Resolution

Deep Math Machine Learning.ai ⭐ 173

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

Aulas da Escola de Inteligência Artificial de São Paulo

Gan For Tabular Data ⭐ 148

We well know GANs for success in the realistic image generation. However, they can be applied in tabular data generation. We will review and examine some recent papers about tabular GANs in action.

Starnet ⭐ 144

Generative_adversarial_networks_101 ⭐ 144

Keras implementations of Generative Adversarial Networks. GANs, DCGAN, CGAN, CCGAN, WGAN and LSGAN models with MNIST and CIFAR-10 datasets.

Gesturegan ⭐ 138

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

Official implementation of FQ-GAN

Gazecorrection ⭐ 133

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

Ganspapercollection ⭐ 130

Net2net ⭐ 128

Network-to-Network Translation with Conditional Invertible Neural Networks

ICface: Interpretable and Controllable Face Reenactment Using GANs

Official PyTorch implementation of GDWCT (CVPR 2019, oral)

3d Recgan ⭐ 119

🔥3D-RecGAN in Tensorflow (ICCV Workshops 2017)

Energy_based_generative_models ⭐ 115

PyTorch code accompanying our paper on Maximum Entropy Generators for Energy-Based Models

Mirrorgan ⭐ 115

Pytorch implementation of MirrorGAN

[CVPR 2020] Official Implementation: "Your Local GAN: Designing Two Dimensional Local Attention Mechanisms for Generative Models".

3d Recgan Extended ⭐ 103

🔥3D-RecGAN++ in Tensorflow (TPAMI 2018)

Doppelganger ⭐ 103

[IMC 2020 (Best Paper Finalist)] Using GANs for Sharing Networked Time Series Data: Challenges, Initial Promise, and Open Questions

An official PyTorch implementation of the paper "Text-Adaptive Generative Adversarial Networks: Manipulating Images with Natural Language", NeurIPS 2018

Co Mod Gan ⭐ 92

[ICLR 2021, Spotlight] Large Scale Image Completion via Co-Modulated Generative Adversarial Networks

Ai Paper Drawer ⭐ 87

人工智能论文关键点集结。This project aims to collect key points of AI papers.

Cnn Paper2 ⭐ 82

🎨 🎨 深度学习卷积神经网络教程：图像识别，目标检测，语义分割，实例分割，人脸识别，神经风格转换，GAN等🎨🎨 https://dataxujing.github.io/CNN-paper2/

Agis Net ⭐ 80

[SIGGRAPH Asia 2019] Artistic Glyph Image Synthesis via One-Stage Few-Shot Learning

[NeurIPS 2018] [JSAIT] PacGAN: The power of two samples in generative adversarial networks

Matlab Gan ⭐ 64

MATLAB implementations of Generative Adversarial Networks -- from GAN to Pixel2Pixel, CycleGAN

Img2imggan ⭐ 49

Implementation of the paper : "Toward Multimodal Image-to-Image Translation"

Attacking Speaker Recognition with Deep Generative Models

1-77 of 77 projects

Advertising 📦 10

Application Programming Interfaces 📦 124

Applications 📦 192

Artificial Intelligence 📦 78

Blockchain 📦 73

Build Tools 📦 113

Cloud Computing 📦 80

Code Quality 📦 28

Collaboration 📦 32

Command Line Interface 📦 49

Community 📦 83

Companies 📦 60

Compilers 📦 63

Computer Science 📦 80

Configuration Management 📦 42

Content Management 📦 175

Control Flow 📦 213

Data Formats 📦 78

Data Processing 📦 276

Data Storage 📦 135

Economics 📦 64

Frameworks 📦 215

Graphics 📦 110

Hardware 📦 152

Integrated Development Environments 📦 49

Learning Resources 📦 166

Libraries 📦 129

Lists Of Projects 📦 22

Machine Learning 📦 347

Mapping 📦 64

Marketing 📦 15

Mathematics 📦 55

Messaging 📦 98

Networking 📦 315

Operating Systems 📦 89

Operations 📦 121

Package Managers 📦 55

Programming Languages 📦 245

Runtime Environments 📦 100

Science 📦 42

Security 📦 396

Social Media 📦 27

Software Architecture 📦 72

Software Development 📦 72

Software Performance 📦 58

Software Quality 📦 133

Text Editors 📦 49

Text Processing 📦 136

User Interface 📦 330

User Interface Components 📦 514

Version Control 📦 30

Virtualization 📦 71

Web Browsers 📦 42

Web Servers 📦 26

Web User Interface 📦 210