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The Top 395 Gans Open Source Projects on Github

Pytorch Cyclegan And Pix2pix ⭐ 16,286
Image-to-Image Translation in PyTorch
Cyclegan ⭐ 9,881
Software that can generate photos from paintings, turn horses into zebras, perform style transfer, and more.
Bringing Old Photos Back To Life ⭐ 9,389
Bringing Old Photo Back to Life (CVPR 2020 oral)
Faceswap Gan ⭐ 2,723
A denoising autoencoder + adversarial losses and attention mechanisms for face swapping.
Biggan Pytorch ⭐ 2,356
The author's officially unofficial PyTorch BigGAN implementation.
Neural Photo Editor ⭐ 1,928
A simple interface for editing natural photos with generative neural networks.
Edge Connect ⭐ 1,721
EdgeConnect: Structure Guided Image Inpainting using Edge Prediction, ICCV 2019 https://arxiv.org/abs/1901.00212
Pytorch Generative Adversarial Networks ⭐ 1,362
A very simple generative adversarial network (GAN) in PyTorch
Bicyclegan ⭐ 1,285
Toward Multimodal Image-to-Image Translation
Contrastive Unpaired Translation ⭐ 1,235
Contrastive unpaired image-to-image translation, faster and lighter training than cyclegan (ECCV 2020, in PyTorch)
Torchgan ⭐ 1,218
Research Framework for easy and efficient training of GANs based on Pytorch
Image Outpainting ⭐ 1,064
🏖 Keras Implementation of Painting outside the box
Gansformer ⭐ 963
Generative Adversarial Transformers
Gan Compression ⭐ 908
[CVPR 2020] GAN Compression: Efficient Architectures for Interactive Conditional GANs
Data Efficient Gans ⭐ 834
[NeurIPS 2020] Differentiable Augmentation for Data-Efficient GAN Training
Delving Deep Into Gans ⭐ 817
Generative Adversarial Networks (GANs) resources sorted by citations
Gans ⭐ 726
Generative Adversarial Networks implemented in PyTorch and Tensorflow
Sdv ⭐ 585
Synthetic Data Generation for tabular, relational and time series data.
Gans In Action ⭐ 585
Companion repository to GANs in Action: Deep learning with Generative Adversarial Networks
Anycost Gan ⭐ 557
[CVPR 2021] Anycost GANs for Interactive Image Synthesis and Editing
Gansketching ⭐ 510
Sketch Your Own GAN: Customizing a GAN model with hand-drawn sketches.
Von ⭐ 479
[NeurIPS 2018] Visual Object Networks: Image Generation with Disentangled 3D Representation.
Mimicry ⭐ 475
[CVPR 2020 Workshop] A PyTorch GAN library that reproduces research results for popular GANs.
Tf.gans Comparison ⭐ 474
Implementations of (theoretical) generative adversarial networks and comparison without cherry-picking
Fast Srgan ⭐ 472
A Fast Deep Learning Model to Upsample Low Resolution Videos to High Resolution at 30fps
Mixnmatch ⭐ 427
Pytorch implementation of MixNMatch
Rewriting ⭐ 407
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.
Attentiongan ⭐ 402
AttentionGAN for Unpaired Image-to-Image Translation & Multi-Domain Image-to-Image Translation
Dcgan Lsgan Wgan Gp Dragan Tensorflow 2 ⭐ 389
Selectiongan ⭐ 383
[CVPR 2019 Oral] Multi-Channel Attention Selection GAN with Cascaded Semantic Guidance for Cross-View Image Translation
Melgan Neurips ⭐ 376
GAN-based Mel-Spectrogram Inversion Network for Text-to-Speech Synthesis
Cyclegan Tensorflow 2 ⭐ 336
Cartoonize ⭐ 326
A demo webapp to convert images and videos into cartoon!
Shapematchinggan ⭐ 324
[ICCV 2019, Oral] Controllable Artistic Text Style Transfer via Shape-Matching GAN
Gan_review ⭐ 304
A Survey and Taxonomy of the Recent GANs Development，computer vision & time series
Pytorch Gans ⭐ 282
My implementation of various GAN (generative adversarial networks) architectures like vanilla GAN (Goodfellow et al.), cGAN (Mirza et al.), DCGAN (Radford et al.), etc.
Ml Workspace ⭐ 276
Machine Learning (Beginners Hub), information(courses, books, cheat sheets, live sessions) related to machine learning, data science and python is available
Cocosnet ⭐ 269
Cross-domain Correspondence Learning for Exemplar-based Image Translation. (CVPR 2020 Oral)
Generative_models_tutorial_with_demo ⭐ 268
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..
Pix2depth ⭐ 261
DEPRECATED: Depth Map Estimation from Monocular Images
Text To Image Synthesis ⭐ 254
Pytorch implementation of Generative Adversarial Text-to-Image Synthesis paper
Co Mod Gan ⭐ 253
[ICLR 2021, Spotlight] Large Scale Image Completion via Co-Modulated Generative Adversarial Networks
Rnn.wgan ⭐ 246
Code for training and evaluation of the model from "Language Generation with Recurrent Generative Adversarial Networks without Pre-training"
3d Sdn ⭐ 246
[NeurIPS 2018] 3D-Aware Scene Manipulation via Inverse Graphics
Hands On Deep Learning Algorithms With Python ⭐ 241
Master Deep Learning Algorithms with Extensive Math by Implementing them using TensorFlow
Fewshot_gan Unet3d ⭐ 239
Tensorflow implementation of our paper: Few-shot 3D Multi-modal Medical Image Segmentation using Generative Adversarial Learning
Eigengan Tensorflow ⭐ 228
EigenGAN: Layer-Wise Eigen-Learning for GANs (ICCV 2021)
Iseebetter ⭐ 223
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
Gan For Tabular Data ⭐ 218
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.
Segan_pytorch ⭐ 213
Speech Enhancement Generative Adversarial Network in PyTorch
Finegan ⭐ 203
FineGAN: Unsupervised Hierarchical Disentanglement for Fine-grained Object Generation and Discovery
Awesome Real World Rl ⭐ 199
Great resources for making Reinforcement Learning work in Real Life situations. Papers,projects and more.
Book_deeplearning_in_pytorch_source ⭐ 194
Gif ⭐ 193
GIF is a photorealistic generative face model with explicit 3D geometric and photometric control.
Awesome Gans And Deepfakes ⭐ 171
A curated list of GAN & Deepfake papers and repositories.
Aulas ⭐ 167
Aulas da Escola de Inteligência Artificial de São Paulo
Few Shot Gan Adaptation ⭐ 166
[CVPR '21] Official repository for Few-shot Image Generation via Cross-domain Correspondence
Cocosnet V2 ⭐ 164
CoCosNet v2: Full-Resolution Correspondence Learning for Image Translation
Generative_adversarial_networks_101 ⭐ 150
Keras implementations of Generative Adversarial Networks. GANs, DCGAN, CGAN, CCGAN, WGAN and LSGAN models with MNIST and CIFAR-10 datasets.
Colorizing With Gans ⭐ 149
Grayscale Image Colorization with Generative Adversarial Networks. https://arxiv.org/abs/1803.05400
Gesturegan ⭐ 147
[ACM MM 2018 Oral] GestureGAN for Hand Gesture-to-Gesture Translation in the Wild
Starnet ⭐ 142
StarNet
Gazecorrection ⭐ 139
GazeCorrection: Self-Guided Eye Manipulation in the wild using Self-Supervised Generative Adversarial Networks
A Pytorch Tutorial To Super Resolution ⭐ 136
Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network | a PyTorch Tutorial to Super-Resolution
Net2net ⭐ 128
Network-to-Network Translation with Conditional Invertible Neural Networks
Ganspapercollection ⭐ 120
Ylg ⭐ 115
[CVPR 2020] Official Implementation: "Your Local GAN: Designing Two Dimensional Local Attention Mechanisms for Generative Models".
Histogan ⭐ 115
Reference code for the paper HistoGAN: Controlling Colors of GAN-Generated and Real Images via Color Histograms (CVPR 2021).
Gdwct ⭐ 112
Official PyTorch implementation of GDWCT (CVPR 2019)
Doppelganger ⭐ 107
[IMC 2020 (Best Paper Finalist)] Using GANs for Sharing Networked Time Series Data: Challenges, Initial Promise, and Open Questions
3d Recgan ⭐ 104
🔥3D-RecGAN in Tensorflow (ICCV Workshops 2017)
Icface ⭐ 103
ICface: Interpretable and Controllable Face Reenactment Using GANs
Shared_colab_notebooks ⭐ 98
A Repo to store the Google Colaboratory Notebooks that I have created and shared
Vsgan ⭐ 98
VapourSynth Single Image Super-Resolution Generative Adversarial Network (GAN)
Coursera Gan Specialization ⭐ 93
Programming assignments and quizzes from all courses within the GANs specialization offered by deeplearning.ai
Fq Gan ⭐ 92
Official implementation of FQ-GAN
Gan Jittor ⭐ 88
Jittor-GAN model zoo supports 27 kinds of mainstream GAN models with high speed for jittor.
Ai Paper Drawer ⭐ 88
人工智能论文关键点集结。This project aims to collect key points of AI papers.
Energy_based_generative_models ⭐ 87
PyTorch code accompanying our paper on Maximum Entropy Generators for Energy-Based Models
Tools Generation Detection Synthetic Content ⭐ 84
Compilation of the state of the art of tools, articles, forums and links of interest to generate and detect any type of synthetic content using deep learning.
3d Recgan Extended ⭐ 82
🔥3D-RecGAN++ in Tensorflow (TPAMI 2018)
Torchflare ⭐ 82
TorchFlare is a simple, beginner-friendly, and easy-to-use PyTorch Framework train your models effortlessly.
Dlss ⭐ 80
Deep Learning Super Sampling with Deep Convolutional Generative Adversarial Networks.
Tagan ⭐ 79
An official PyTorch implementation of the paper "Text-Adaptive Generative Adversarial Networks: Manipulating Images with Natural Language", NeurIPS 2018
Mirrorgan ⭐ 78
Pytorch implementation of MirrorGAN
Comogan ⭐ 75
CoMoGAN: continuous model-guided image-to-image translation. CVPR 2021 oral.
Gan Vae Pretrained Pytorch ⭐ 73
Pretrained GANs + VAEs + classifiers for MNIST/CIFAR in pytorch.
Awesome Gan Resources ⭐ 66
🤖A list of resources to help anyone getting started with GANs 🤖
Cartoonizer With Tflite ⭐ 64
How to create a Cartoonizer with TensorFlow Lite models.
Matlab Gan ⭐ 63
MATLAB implementations of Generative Adversarial Networks -- from GAN to Pixel2Pixel, CycleGAN
Deepfakecapsulegan ⭐ 62
Using Capsule Networks in GANS to generate very realistic fake images that could perhaps be used for deepfakes
Facedata ⭐ 60
A macOS app to parse face landmarks from a video for GANs training
Dclgan ⭐ 58
Code for Dual Contrastive Learning for Unsupervised Image-to-Image Translation, NTIRE, CVPRW 2021, oral.
Agis Net ⭐ 58
[SIGGRAPH Asia 2019] Artistic Glyph Image Synthesis via One-Stage Few-Shot Learning
Pacgan ⭐ 58
PacGAN: The power of two samples in generative adversarial networks, NeurIPS 2018, JSAIT
C2gan ⭐ 57
[ACM MM 2019 Oral] Cycle In Cycle Generative Adversarial Networks for Keypoint-Guided Image Generation
Fashion Editing ⭐ 55
Fashion editing on Pytorch (python)
Selfie2anime With Tflite ⭐ 55
How to create Selfie2Anime from tflite model to Android.
Pytorch Lightning Gans ⭐ 51
Collection of PyTorch Lightning implementations of Generative Adversarial Network varieties presented in research papers.
Ganimation ⭐ 50
Pytorch implementation of GANimation with pretrained weights.
1-100 of 395 projects

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