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adversarial-networks x

317 search results found

Pytorch Gan ⭐ 15,262

PyTorch implementations of Generative Adversarial Networks.

The Gan Zoo ⭐ 13,546

A list of all named GANs!

Keras Gan ⭐ 8,842

Keras implementations of Generative Adversarial Networks.

Interactive Image Generation via Generative Adversarial Networks

Dcgan_code ⭐ 3,196

Deep Convolutional Generative Adversarial Networks

Adversarial ⭐ 2,773

Code and hyperparameters for the paper "Generative Adversarial Networks"

Self Attention Gan ⭐ 1,822

Pytorch implementation of Self-Attention Generative Adversarial Networks (SAGAN)

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

Deep Learning With Cats ⭐ 1,258

Deep learning with cats (^._.^)

Keras Dcgan ⭐ 918

Keras implementation of Deep Convolutional Generative Adversarial Networks

Pix2pix Tensorflow ⭐ 877

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

Style Based Gan Pytorch ⭐ 860

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

Keras Adversarial ⭐ 842

Keras Generative Adversarial Networks

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

Awesome Gans ⭐ 710

Awesome Generative Adversarial Networks with tensorflow

Discogan ⭐ 702

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

Adversarial_video_generation ⭐ 685

A TensorFlow Implementation of "Deep Multi-Scale Video Prediction Beyond Mean Square Error" by Mathieu, Couprie & LeCun.

All About The Gan ⭐ 602

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

Tensorflow Vae Gan Draw ⭐ 569

A collection of generative methods implemented with TensorFlow (Deep Convolutional Generative Adversarial Networks (DCGAN), Variational Autoencoder (VAE) and DRAW: A Recurrent Neural Network For Image Generation).

Attentiongan ⭐ 564

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

Deblur Gan ⭐ 535

Keras implementation of "DeblurGAN: Blind Motion Deblurring Using Conditional Adversarial Networks"

Self Attention Gan Tensorflow ⭐ 468

Simple Tensorflow implementation of "Self-Attention Generative Adversarial Networks" (SAGAN)

Stackgan Pytorch ⭐ 457

Adversarial Frcnn ⭐ 445

A-Fast-RCNN (CVPR 2017)

Papers In 100 Lines Of Code ⭐ 395

Implementation of papers in 100 lines of code.

Gan Intro ⭐ 383

Sequence_gan ⭐ 377

Generative adversarial networks (GAN) applied to sequential data via recurrent neural networks (RNN).

Python package with source code from the course "Creative Applications of Deep Learning w/ TensorFlow"

Adversarial Examples Pytorch ⭐ 353

Implementation of Papers on Adversarial Examples

Deep Learning ⭐ 333

深度学习/人工智能/机器学习资料汇总(Deep Learning/Artificial Intelligent/Machine Learning) 持续更新……

MSGAN: Mode Seeking Generative Adversarial Networks for Diverse Image Synthesis (CVPR2019)

Cppn Gan Vae Tensorflow ⭐ 316

Train CPPNs as a Generative Model, using Generative Adversarial Networks and Variational Autoencoder techniques to produce high resolution images.

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

Spatial Transformer Gan ⭐ 260

ST-GAN: Spatial Transformer Generative Adversarial Networks for Image Compositing 👓 (CVPR 2018)

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

Awesome Domain Adaptation Python Toolbox

Pix2pix Pytorch ⭐ 252

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

Rnn.wgan ⭐ 246

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

Tf Sndcgan ⭐ 242

Tensorflow Implementation of the paper "Spectral Normalization for Generative Adversarial Networks" (ICML 2017 workshop)

Stacked Generative Adversarial Networks

A Simple and Effective Baseline for Text-to-Image Synthesis (CVPR2022 oral)

Illustrationgan ⭐ 233

A simple, clean TensorFlow implementation of Generative Adversarial Networks with a focus on modeling illustrations.

Colorizing With Gans ⭐ 233

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

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

Objective-Reinforced Generative Adversarial Networks (ORGAN) for Sequence Generation Models

Boundary Equibilibrium Generative Adversarial Networks Implementation in Tensorflow

Face Aging With Identity Preserved Conditional Generative Adversarial Networks ⭐ 196

Dcgan_wgan_wgan Gp_lsgan_sngan_rsgan_began_acgan_pggan_tensorflow ⭐ 191

Implementation of some different variants of GANs by tensorflow, Train the GAN in Google Cloud Colab, DCGAN, WGAN, WGAN-GP, LSGAN, SNGAN, RSGAN, RaSGAN, BEGAN, ACGAN, PGGAN, pix2pix, BigGAN

Pix2vox ⭐ 183

Sketch-Based 3D Exploration with Stacked Generative Adversarial Networks

Stargan Voice Conversion ⭐ 174

full tensorflow implementation of the paper: StarGAN-VC: Non-parallel many-to-many voice conversion with star generative adversarial networks https://arxiv.org/abs/1806.02169

Creative Adversarial Networks ⭐ 172

(WIP) Implementation of Creative Adversarial Networks https://arxiv.org/pdf/1706.07068.pdf

Housegan ⭐ 169

House-GAN: Relational Generative Adversarial Networks for Graph-constrained House Layout Generation

Tensorflow Infogan ⭐ 148

🎎 InfoGAN: Interpretable Representation Learning

Show Adapt And Tell ⭐ 142

Code for "Show, Adapt and Tell: Adversarial Training of Cross-domain Image Captioner" in ICCV 2017

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

Presgans ⭐ 130

Prescribed Generative Adversarial Networks

Hairgans ⭐ 122

The Networks for "Hair-GAN: Recovering 3D Hair Structure from a Single Image using Generative Adversarial Networks"

Resnet Cppn Gan Tensorflow ⭐ 120

Using Residual Generative Adversarial Networks and Variational Auto-encoder techniques to produce high resolution images.

Gazeanimation ⭐ 120

Give a portrait face, move the gaze up

Alphagan Matting ⭐ 119

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

Gan Mri ⭐ 118

Code repository for Frontiers article 'Generative Adversarial Networks for Image-to-Image Translation on Multi-Contrast MR Images - A Comparison of CycleGAN and UNIT'

Spectral_normalization Tensorflow ⭐ 116

Simple Tensorflow Implementation of "Spectral Normalization for Generative Adversarial Networks" (ICLR 2018)

Generate_to_adapt ⭐ 115

Implementation of "Generate To Adapt: Aligning Domains using Generative Adversarial Networks"

Pix2pix Keras ⭐ 115

Image-to-Image Translation with Conditional Adversarial Networks (Pix2pix) implementation in keras

Generative_adversarial_networks_pytorch ⭐ 113

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

Capsule Gan ⭐ 111

Code for my Master thesis on "Capsule Architecture as a Discriminator in Generative Adversarial Networks".

Tf Exercise Gan ⭐ 109

Tensorflow implementation of different GANs and their comparisions

Gan Tts ⭐ 107

A pytroch implementation of the GAN-TTS: HIGH FIDELITY SPEECH SYNTHESIS WITH ADVERSARIAL NETWORKS

Perceptualgan ⭐ 106

Pytorch implementation of Image Manipulation with Perceptual Discriminators paper

Tensorflow Mnist Cgan Cdcgan ⭐ 106

Tensorflow implementation of conditional Generative Adversarial Networks (cGAN) and conditional Deep Convolutional Adversarial Networks (cDCGAN) for MANIST dataset.

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.

Generative Adversarial Networks Cookbook ⭐ 102

Cogan Tensorflow ⭐ 101

Implement Coupled Generative Adversarial Networks in Tensorflow

O-GAN: Extremely Concise Approach for Auto-Encoding Generative Adversarial Networks

Spatial_gan ⭐ 97

Spatial Generative Adversarial Networks

This project is an implementation of the Generative Adversarial Network proposed in our CVPR 2017 paper - DeLiGAN : Generative Adversarial Networks for Diverse and Limited Data. DeLiGAN is a simple but effective modification of the GAN framework and aims to improve performance on datasets which are diverse yet small in size.

Periodic Spatial Generative Adversarial Networks

Wasserstein Gan ⭐ 95

Chainer implementation of Wasserstein GAN

Gan Tensorflow ⭐ 94

Implement Generative Adversarial Nets by Tensorflow

Official implementation of "Semantically Decomposing the Latent Spaces of Generative Adversarial Networks"

Implementation of RelGAN: Relational Generative Adversarial Networks for Text Generation

Pytorch Lightning Gans ⭐ 91

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

Improved_ccgan ⭐ 88

Continuous Conditional Generative Adversarial Networks (CcGAN)

Shapegan ⭐ 85

Generative Adversarial Networks and Autoencoders for 3D Shapes

rGAN: Label-Noise Robust Generative Adversarial Networks

3d Fcr Alphagan ⭐ 83

Fully Convolutional Refined Auto Encoding Generative Adversarial Networks for 3D Multi Object Scenes

Moving Semantic Transfer Network ⭐ 82

Tensorflow codes for ICML2018, Learning Semantic Representations for Unsupervised Domain Adaptation

Discogan Tensorflow ⭐ 82

An implementation of DiscoGAN in tensorflow

Cincgan Pytorch ⭐ 81

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

Implementation of Diversity-Sensitive Conditional Generative Adversarial Networks (ICLR 2019)

Advgan_pytorch ⭐ 80

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

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

Synthesis of Drum Sounds With Perceptual Timbral Conditioning Using Generative Adversarial Networks

Dcgan_tensorflow ⭐ 79

Tensorflow implementation of "UNSUPERVISED REPRESENTATION LEARNING WITH DEEP CONVOLUTIONAL GENERATIVE ADVERSARIAL NETWORKS"

Torchadver ⭐ 78

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

Stabilizing_gans ⭐ 78

Code for the NIPS17 paper "Stabilizing Training of Generative Adversarial Networks through Regularization"

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