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Pytorchdocs ⭐ 1,743

PyTorch 官方中文教程包含 60 分钟快速入门教程，强化教程，计算机视觉，自然语言处理，生成对抗网络，强化学习。欢迎 Star，Fork！

Deblurgan ⭐ 1,657

Image Deblurring using Generative Adversarial Networks

Animegan ⭐ 1,225

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

Discogan Pytorch ⭐ 928

PyTorch implementation of "Learning to Discover Cross-Domain Relations with Generative Adversarial Networks"

Style Based Gan Pytorch ⭐ 860

Implementation A Style-Based Generator Architecture for Generative Adversarial Networks in PyTorch

Generative Adversarial Networks implemented in PyTorch and Tensorflow

Code for "Social GAN: Socially Acceptable Trajectories with Generative Adversarial Networks", Gupta et al, CVPR 2018

All About The Gan ⭐ 602

All About the GANs(Generative Adversarial Networks) - Summarized lists for GAN

Attentiongan ⭐ 564

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

Stackgan Pytorch ⭐ 457

Papers In 100 Lines Of Code ⭐ 395

Implementation of papers in 100 lines of code.

Adversarial Examples Pytorch ⭐ 353

Implementation of Papers on Adversarial Examples

Pytorch Mnist Celeba Gan Dcgan ⭐ 302

Pytorch implementation of Generative Adversarial Networks (GAN) and Deep Convolutional Generative Adversarial Networks (DCGAN) for MNIST and CelebA datasets

Stargan Voice Conversion ⭐ 258

This is a pytorch implementation of the paper: StarGAN-VC: Non-parallel many-to-many voice conversion with star generative adversarial networks

Pix2pix Pytorch ⭐ 252

PyTorch implementation of "Image-to-Image Translation Using Conditional Adversarial Networks".

The Gan World ⭐ 237

Everything about Generative Adversarial Networks

pyTorch implementation of Spectral Normalization for Generative Adversarial Networks

Pytorch Mnist Celeba Cgan Cdcgan ⭐ 221

Pytorch implementation of conditional Generative Adversarial Networks (cGAN) and conditional Deep Convolutional Generative Adversarial Networks (cDCGAN) for MNIST dataset

Gan_steerability ⭐ 213

On the "steerability" of generative adversarial networks

Gan Weight Norm ⭐ 182

Code for "On the Effects of Batch and Weight Normalization in Generative Adversarial Networks"

Adversarial Semisupervised Semantic Segmentation ⭐ 151

Pytorch Implementation of "Adversarial Learning For Semi-Supervised Semantic Segmentation" for ICLR 2018 Reproducibility Challenge

Pix2pixbegan.pytorch ⭐ 138

A pytorch implementation of pix2pix + BEGAN (Boundary Equilibrium Generative Adversarial Networks)

[CVPR 2020] Local Class-Specific and Global Image-Level Generative Adversarial Networks for Semantic-Guided Scene Generation

Alphagan Matting ⭐ 119

This project is an unofficial implementation of AlphaGAN: Generative adversarial networks for natural image matting published at the BMVC 2018

Generative_adversarial_networks_pytorch ⭐ 113

(PyTorch) Implementations of GAN, Improved GAN, DCGAN, LAPGAN, and InfoGAN in PyTorch

Perceptualgan ⭐ 106

Pytorch implementation of Image Manipulation with Perceptual Discriminators paper

Adversarial Examples In Pytorch ⭐ 103

Pytorch code to generate adversarial examples on mnist and ImageNet data.

Cyclegan Pytorch ⭐ 103

A very simple implementation of cyclegan, which is based on pytorch.

Pytorch Lightning Gans ⭐ 91

Collection of PyTorch Lightning implementations of Generative Adversarial Network varieties presented in research papers.

Shapegan ⭐ 85

Generative Adversarial Networks and Autoencoders for 3D Shapes

Cincgan Pytorch ⭐ 81

Unofficial Implementation of "Unsupervised Image Super-Resolution using Cycle-in-Cycle Generative Adversarial Networks" in CVPR 2018.

Advgan_pytorch ⭐ 80

a Pytorch implementation of the paper "Generating Adversarial Examples with Adversarial Networks" (advGAN).

3dbraingen ⭐ 79

Official Pytorch Implementation of "Generation of 3D Brain MRI Using Auto-Encoding Generative Adversarial Network" (accepted by MICCAI 2019)

Torchadver ⭐ 78

A PyTorch Toolbox for creating adversarial examples that fool neural networks.

Scanpath_prediction ⭐ 77

Predicting Goal-directed Human Attention Using Inverse Reinforcement Learning (CVPR2020)

Causal_book ⭐ 66

書籍「作りながら学ぶ! PyTorchによる因果推論・因果探索」の実装コードのリポジトリです

Medsynthesis ⭐ 65

medical image synthesis with GAN framework based on tensorflow (we also have a better version in pytorch: https://github.com/ginobilinie/medSynthesisV1)

Create Girls Moe Pytorch ⭐ 63

An implementation of paper from NIPS2017 'Towards the Automatic Anime Characters Creation with Generative Adversarial Networks' using pytorch.

Pytorch Conditional Gans ⭐ 61

Implementation of Conditional Generative Adversarial Networks in PyTorch

Hands On Generative Adversarial Networks With Pytorch 1.x ⭐ 53

Hands-On Generative Adversarial Networks with PyTorch 1.x, Published by Packt

Awesome Gan ⭐ 50

A curated list of awesome Generative Adversarial Nets resources.

Code release for "Partial Transfer Learning with Selective Adversarial Networks" (CVPR 2018)

Vessel Wgan Pytorch ⭐ 46

An implementation of《Retinal Vessel Segmentation in Fundoscopic Images with Generative Adversarial Networks》

Unsupervised representation learning with CapsNet based Generative Adversarial Networks

Ipcgans Pytorch ⭐ 35

An implementation of《Face Aging with Identity-Preserved Conditional Generative Adversarial Networks》

Catgan_pytorch ⭐ 34

Unsupervised and Semi-supervised Learning with Categorical Generative Adversarial Networks

Official PyTorch implementation of CIAGAN

PyTorch implementation of VIGAN

Unrolled Gans ⭐ 25

PyTorch Implementation of Unrolled Generative Adversarial Networks

Domain Adaptation Papers And Codes ⭐ 23

Dcgan Pytorch ⭐ 23

A Pytorch implementation of "Deep Convolutional Generative Adversarial Networks"

Pix2pix_pan ⭐ 21

pix2pix and PAN(Parceptual Adversarial Networks) in PyTorch

Pix2pix.pytorch ⭐ 21

A pytorch implementation of "Image-to-Image Translation with Conditional Adversarial Networks"

Wavegan Pytorch ⭐ 19

PyTorch implementation of " Synthesizing Audio with Generative Adversarial Networks"

Fidelity_controllable_compression ⭐ 19

Official PyTorch Implementation of Fidelity Controllable Extreme Image Compression with GAN

Porting pytorch dcgan on FloydHub

Dcgan Pytorch ⭐ 18

PyTorch Implementation of DCGAN trained on the CelebA dataset.

Attn Gan ⭐ 17

Pytorch implementation of paper: AttnGAN Fine-Grained Text to Image Generation with Attentional Generative Adversarial Networks

Multi Agent Diverse Generative Adversarial Networks ⭐ 17

Easy-to-follow Pytorch tutorial Notebook for Multi-Agent-Diverse-Generative-Adversarial-Network

Pytorch Tutorials ⭐ 17

🤖 | Learning PyTorch through official examples

Lsgan.pytorch ⭐ 16

Repository for Pytorch Implementation of Least Squares Generative Adversarial Networks

Pix2pix Pytorch ⭐ 16

the pytorch version of pix2pix

PyTorch implementation of the AAAI-21 paper "Dual Adversarial Label-aware Graph Neural Networks for Cross-modal Retrieval" and the TPAMI-22 paper "Integrating Multi-Label Contrastive Learning with Dual Adversarial Graph Neural Networks for Cross-Modal Retrieval".

F Anogan Pytorch ⭐ 15

Unofficial PyTorch implementation for f-AnoGAN: Fast unsupervised anomaly detection with generative adversarial networks.

Pytorch Mnist Gan ⭐ 15

Pytorch Pix2pix ⭐ 15

a fork of pytorch-pix2pix

Mcs2018_solution ⭐ 14

Pytorch Cppn Gan ⭐ 14

An experiments with Compositional Pattern Producing Networks and Generative Adversarial Networks.

Codes for Category-aware Generative Adversarial Networks (AAAI 2020)

Pytorch Gan ⭐ 13

My pytorch implementation for GAN

Anime Sketch Colorizer ⭐ 13

Automatic Sketch Colorization with reference image

Ebgan_pytorch ⭐ 13

Implementation of EBGAN in pytorch

Pytorch_gan ⭐ 13

Spectral Normalization and Projection Discriminator

Dl Papers ⭐ 12

📝 Deep Learning papers that enlightened me

Gan Intro Pytorch ⭐ 12

Intro to Generative Adversarial Networks in Pytorch

Pytorch Dcgan Humanface ⭐ 11

Pytorch implementation of Deep Convolutional Generative Adversarial Networks (DCGAN) for humanface datasets, which can genarate some beautiful girls' face.

Ode Gan Pytorch ⭐ 11

Stylegan ⭐ 10

Unofficial Pytorch implementation of Style GAN paper

Gan Pytorch ⭐ 10

A complete implementation of the Pytorch neural network framework for GAN

Lsgan Jittor ⭐ 10

Gans In Computer Vision ⭐ 10

GANs in computer vision AI Summer article series

Sagan With Relativistic ⭐ 10

Self-Attention Generative Adversarial Networks with Relativistic loss

Automatic Manga colorization using Generative Adversarial Networks.

Code used in the experiments of the paper COEGAN: Evaluating the Coevolution Effect in Generative Adversarial Networks http://gecco-2019.sigevo.org

Anime Character Generator ⭐ 9

Generate anime face using Auxiliary classifier Generative Adversarial Networks

Boundless In Pytorch ⭐ 8

Boundless: Generative Adversarial Networks for Image Extension in Pytorch

Cmsalgan_pytorch ⭐ 8

Official implementation of "cmSalGAN: RGB-D Salient Object Detection with Cross-View Generative Adversarial Networks" (IEEE TMM 2020)

A PyTorch implementation of image segmentation GAN from the paper "SegAN: Adversarial Network with Multi-scale L1 Loss for Medical Image Segmentation".

Pytorch Wgangp ⭐ 8

PyTorch implements WGAN_GP

Model Zoo ⭐ 8

Examples of Generative Adversarial Networks built using torchgan

Pytorch_study ⭐ 7

Image-to-Voxel Model Translation with Conditional Adversarial Networks

Semantic Segmentation using Adversarial Training

Mnist Gan ⭐ 5

Generative Adversarial Networks for the MNIST dataset

Study Generative Adversarial Networks

Began Pytorch ⭐ 5

Pytorch implementation of BEGAN(arxiv:1703.10717)

Gan Pytorch Template ⭐ 5

A Generative Adversarial Networks(GAN) project template to simplify building and training deep learning models using pytorch.

Gan_image_colorizing ⭐ 5

Image colorization with generative adversarial networks on the CIFAR10 dataset.

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