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Paddlegan ⭐ 7,443

PaddlePaddle GAN library, including lots of interesting applications like First-Order motion transfer, Wav2Lip, picture repair, image editing, photo2cartoon, image style transfer, GPEN, and so on.

Dcgan Tensorflow ⭐ 6,761

A tensorflow implementation of "Deep Convolutional Generative Adversarial Networks"

Interactive Image Generation via Generative Adversarial Networks

Deepnude An Image To Image Technology ⭐ 3,404

DeepNude's algorithm and general image generation theory and practice research, including pix2pix, CycleGAN, UGATIT, DCGAN, SinGAN, ALAE, mGANprior, StarGAN-v2 and VAE models (TensorFlow2 implementation). DeepNude的算法以及通用生成对抗网络（GAN,Generative Adversarial Network）图像生成的理论与实践研究。

Gans In Action ⭐ 929

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

Keras Dcgan ⭐ 918

Keras implementation of Deep Convolutional Generative Adversarial Networks

Chainer Dcgan ⭐ 873

Chainer implementation of Deep Convolutional Generative Adversarial Network

Awesome Gans ⭐ 710

Awesome Generative Adversarial Networks with tensorflow

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

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

Generative_adversarial_networks_101 ⭐ 190

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

Tf Dcgan ⭐ 158

DCGAN implementation by TensorFlow

Imagecompletion Dcgan ⭐ 158

Image completion using deep convolutional generative adversarial nets in tensorflow

Tensorflow Mnist Gan Dcgan ⭐ 149

Tensorflow implementation of Generative Adversarial Networks (GAN) and Deep Convolutional Generative Adversarial Netwokrs for MNIST dataset.

Matlab Gan ⭐ 125

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

Generative_adversarial_networks_pytorch ⭐ 113

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

Dcgan_vae_torch ⭐ 110

An implementation of the deep convolutional generative adversarial network, combined with a varational autoencoder

Tf Exercise Gan ⭐ 109

Tensorflow implementation of different GANs and their comparisions

Cogan Tensorflow ⭐ 101

Implement Coupled Generative Adversarial Networks in Tensorflow

Spatial_gan ⭐ 97

Spatial Generative Adversarial Networks

Periodic Spatial Generative Adversarial Networks

Coursera Gan Specialization ⭐ 93

Programming assignments and quizzes from all courses within the GANs specialization offered by deeplearning.ai

Dcgan_tensorflow ⭐ 79

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

Unsupervised Anomaly Detection With Generative Adversarial Networks ⭐ 74

Unsupervised Anomaly Detection with Generative Adversarial Networks on MIAS dataset

Adversarial Generation of Extreme Samples

Dcgan Tensorflow ⭐ 65

A Tensorflow implementation of Deep Convolutional Generative Adversarial Networks trained on Fashion-MNIST, CIFAR-10, etc.

Pytorch Conditional Gans ⭐ 61

Implementation of Conditional Generative Adversarial Networks in PyTorch

Logo Gen ⭐ 51

Accompanying code for the paper "Logo Synthesis and Manipulation with Clustered Generative Adversarial Networks"

Generative Model ⭐ 46

Repository for implementation of generative models with Tensorflow 1.x

Gans Collection.torch ⭐ 45

Torch implementation of various types of GAN (e.g. DCGAN, ALI, Context-encoder, DiscoGAN, CycleGAN, EBGAN, LSGAN)

Gans Tensorflow2 ⭐ 38

🚀 Variants of GANs most easily implemented as TensorFlow2. GAN, DCGAN, LSGAN, WGAN, WGAN-GP, DRAGAN, ETC...

Implementation of Deep Convolutional Generative Adversarial Networks on MNIST database in Keras

Dcgan Matconvnet ⭐ 36

Deep Convolutional Generative Adversarial Network (DCGAN) implementation on MatConvNet (compliant to any MCN version)

Gan_practice ⭐ 36

dcgan,wgan and improved wgan implementation by tensorflow

Catgan_pytorch ⭐ 34

Unsupervised and Semi-supervised Learning with Categorical Generative Adversarial Networks

Dcgan Keras ⭐ 33

这是一个dcgan-keras的源码，可以用于训练自己的模型。

Sketchgan ⭐ 24

Deep Convolutional Generative Adversarial Network (DCGAN) for generating pencil sketches

Dcgan Pytorch ⭐ 23

A Pytorch implementation of "Deep Convolutional Generative Adversarial Networks"

Seizure Prediction Gan ⭐ 21

Epileptic Seizure Forecasting with Generative Adversarial Networks

Mcndcgan ⭐ 21

Deep Convolution Generative Adversarial Networks for Matconvnet Toolbox

Porting pytorch dcgan on FloydHub

Awesome Gan Papers ⭐ 18

papers and codes about GAN

Shoe Design Using Generative Adversarial Networks ⭐ 18

Waae Pytorch ⭐ 18

Wasserstein Adversarial Autoencoder Pytorch

Dcgan Pytorch ⭐ 18

PyTorch Implementation of DCGAN trained on the CelebA dataset.

Keras Gan Library ⭐ 15

Implementation of GAN papers on Keras.

Dcgan Dog Generator ⭐ 15

DCGAN model for generating fake images of dogs based on the Generative Dog Images Kaggle Competition (2019).

Pytorch Mnist Gan ⭐ 15

Tf Dcgan ⭐ 14

Deep Convolutional Generative Adversarial Networks, with some small improvements.

Image Editing Using Gan ⭐ 14

Developing an image editing application to edit images to have a desired attribute using Generative Adversarial Networks(DCGAN and CycleGAN) (https://tandon-a.github.io/Image-Editing-using-GA

Dcgan.tensorflow ⭐ 13

Gan Anime Characters ⭐ 13

Applied several Generative Adversarial Networks (GAN) techniques such as: DCGAN, WGAN and StyleGAN to generate Anime Faces and Handwritten Digits.

Spectral_normalization Tf2 ⭐ 13

🌈Spectral Normalization implemented as Tensorflow 2.0

anomaly detection using GAN

Gan_implementation ⭐ 12

Pytorch implementations of GANs

The implementation of "Component Aware Image Steganography via Adversarial Global-and-Part Checking"

Image Completion Using Gans ⭐ 11

This is our code for our project on Image Completion using Deep Convolutional Generative Adversarial Networks (DCGANs)

Tf2 Keras Gan Notebooks ⭐ 11

Generative Adversarial Networks with TensorFlow2, Keras and Python (Jupyter Notebooks Implementations)

Pytorch Dcgan Humanface ⭐ 11

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

Dcgan Tfslim ⭐ 10

Deep Convolutional Generative Adversarial Networks (DCGAN) implemented in TensorFlow-Slim

Generative Adversarial Networks ⭐ 10

vanllia gan; conditional gan; dcgan; ebgan; lsgan; aae; Improved_gan

Dcgan Tensorflow ⭐ 9

SImple Tensorflow implementation of "Deep Convolutional Generative Adversarial Networks"

Anime 2 Cosplay ⭐ 9

Turn your 2-D wife(anime image) to 3-D wife(cosplay image) or opposite using DCGAN!

Gan Journey ⭐ 9

整理记录摸索GAN途中遇到的相关论文、优秀博客、教程

DCGAN for everyone

Google Colab ⭐ 8

Train a DCGAN model on Colaboratory to generate Steam banners.

Evolutionarygan In Tensorflow ⭐ 8

Reproduce EGAN in Tensorflow

This Gemstone Does Not Exist ⭐ 8

Deep Convolutional Generative Adversarial Network (DCGAN) for generating gemstones.

Ai Art Lab ⭐ 8

포항공대 정보통신연구소 인턴 프로젝트 (AI Art Lab 그림 모델)

Unrolled Gan ⭐ 8

Chainer implementation of Unrolled GAN

Replicated Results of Generative Adversarial Networks Papers

Multiple Gan Tensorflow Mnist ⭐ 8

Implement multiple gan including vanilla_gan, dcgan, cgan, infogan and wgan with tensorflow and dataset including mnist.

Treehacks Client ⭐ 8

Applying generative adversarial networks to the fashion industry for Stanford University's Treehacks 2017.

Deep Convolutional Generative Adversarial Network ⭐ 7

Tensorflow 2. This repository demonstrates how to generate images of handwritten digits (MINIST) using a Deep Convolutional Generative Adversarial Network (DCGAN). 深度卷积生成对抗网络

Keras Dcgan ⭐ 7

Train a deep convolutional generative adversarial network to generate mnist data

Dcgan On Anime Faces ⭐ 7

The respository contains the code for the Deep Convolutional Generative Adversarial Network (DCGAN) trained on the anime faces dataset.

A Deep Convolutional Generative Adversarial Network to generate Faces of Anime Characters

Avid Adversarial Visual Irregularity Detection ⭐ 6

AVID: Adversarial Visual Irregularity Detection

Text To Image Synthesis ⭐ 6

PyTorch Implementation of the paper - 'Generative Adversarial Text to Image Synthesis' from ICML 2016 https://arxiv.org/abs/1605.05396

Outdomainexamples ⭐ 6

Adversarial Out-domain Examples for Generative Models: Adversarial examples for GAN generators

Dcgan Keras ⭐ 6

Keras implementation of Deep Convolutional Generative Adversarial Networks, code run base on tensorflow or theano

Dcgan Pytorch ⭐ 6

PyTorch implements a Deep Convolution GAN neural network structure

Weakly Supervised Segmentation Of Sar Imagery Using Superpixel And Hierarchically Adversarial Crf ⭐ 6

this code implements the method proposed in paper "Weakly Supervised Segmentation of SAR Imagery Using Superpixel and Hierarchically Adversarial CRF". if it helps you, please kindly cite this paper。

Cdc Gan Pytorch ⭐ 6

Dcgan Pokemon ⭐ 5

Deep Convolutional Generative Adversarial Networks based Pokemon images generation

Awesomegan ⭐ 5

A Summary of Generative Adversarial Networks Source Code

Study Generative Adversarial Networks

SGAN: An Alternative Training of Generative Adversarial Networks

Sentence generation by DCGAN

Conditional Gan ⭐ 5

this is the pytorch version of Conditional Generative Adversarial Nets

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