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37 search results found

Tensorflow Generative Model Collections ⭐ 3,570

Collection of generative models in Tensorflow

Alphatree Graphic Deep Neural Network ⭐ 2,466

AI Roadmap:机器学习(Machine Learning)、深度学习(Deep Learning)、对抗神经网络(GAN），图神经网络（GNN），NLP，大数据相关的发展路书(ro 并附海量源码（python，pytorch）带大家消化基本知识点，突破面试，完成从新手到合格工程师的 caffe官方源码，应用部分含推荐算法和知识图谱

Pytorch Generative Model Collections ⭐ 1,985

Collection of generative models in Pytorch version.

Wgan Gp ⭐ 1,412

A pytorch implementation of Paper "Improved Training of Wasserstein GANs"

Ganotebooks ⭐ 1,335

wgan, wgan2(improved, gp), infogan, and dcgan implementation in lasagne, keras, pytorch

Deep Learning With Cats ⭐ 1,258

Deep learning with cats (^._.^)

Ydata Synthetic ⭐ 1,201

Synthetic data generators for tabular and time-series data

Awesome Gans ⭐ 710

Awesome Generative Adversarial Networks with tensorflow

Pytorch Wgan ⭐ 617

Pytorch implementation of DCGAN, WGAN-CP, WGAN-GP

Deep Photo Enhancer ⭐ 575

TensorFlow implementation of the CVPR 2018 spotlight paper, Deep Photo Enhancer: Unpaired Learning for Image Enhancement from Photographs with GANs

Wgan Tensorflow ⭐ 557

a tensorflow implementation of WGAN

Mimicry ⭐ 556

[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

Dcgan Lsgan Wgan Gp Dragan Tensorflow 2 ⭐ 419

Generative Models ⭐ 414

Annotated, understandable, and visually interpretable PyTorch implementations of: VAE, BIRVAE, NSGAN, MMGAN, WGAN, WGANGP, LSGAN, DRAGAN, BEGAN, RaGAN, InfoGAN, fGAN, FisherGAN

Improved Wgan Pytorch ⭐ 393

Improved WGAN in Pytorch

Chainer Gan Lib ⭐ 367

Chainer implementation of recent GAN variants

Srgan_wasserstein ⭐ 363

Apply Waseerstein GAN into SRGAN, a deep learning super resolution model

Gan_review ⭐ 304

A Survey and Taxonomy of the Recent GANs Development，computer vision & time series

Text To Image Synthesis ⭐ 254

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

Rnn.wgan ⭐ 246

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

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

Gan Tutorial ⭐ 190

Simple Implementation of many GAN models with PyTorch.

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.

Pytorch Gan Collections ⭐ 153

PyTorch implementation of DCGAN, WGAN-GP and SNGAN.

Medsynthesisv1 ⭐ 147

This is a copy of package for medical image synthesis work with LRes-ResUnet and GAN (wgan-gp) in pytorch framework

Cvae Gan Zoos Pytorch Beginner ⭐ 116

For beginner, this will be the best start for VAEs, GANs, and CVAE-GAN. This contains AE, DAE, VAE, GAN, CGAN, DCGAN, WGAN, WGAN-GP, VAE-GAN, CVAE-GAN. All use PyTorch.

Tf Exercise Gan ⭐ 109

Tensorflow implementation of different GANs and their comparisions

Pytorch implementation of Wasserstein GANs with Gradient Penalty

Wasserstein Gan ⭐ 95

Chainer implementation of Wasserstein GAN

Coursera Gan Specialization ⭐ 93

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

Visual Feature Attribution Using Wasserstein Gans Pytorch ⭐ 92

Implementation of Visual Feature Attribution using Wasserstein GANs (VAGANs, https://arxiv.org/abs/1711.08998) in PyTorch

Wasserstein DCGAN in Tensorflow/Keras

Inpainting Gmcnn Keras ⭐ 87

Keras implementation of "Image Inpainting via Generative Multi-column Convolutional Neural Networks" paper published at NIPS 2018

F Anogan ⭐ 86

Implementation of f-AnoGAN with PyTorch

Gans Collections Tf2.0_keras Eager_mode ⭐ 85

This repository implements all kinds of GAN-models based on tensorflow2.0 keras API including GAN, CGAN, WGAN, WGAN_GP, VAE, CVAE, LSGAN, infoGAN, EBGAN, BEGAN, ACGAN

Unified Gan Tensorflow ⭐ 78

A Tensorflow implementation of GAN, WGAN and WGAN with gradient penalty.

Wgan Gp Anomaly ⭐ 73

gan, wgan-gp, anomaly detection, unsupervised, pytorch

Mnistgans ⭐ 66

Some implementations of GAN.

Chainer Gan Experiments ⭐ 65

Various GANs with Chainer

Tensorflow code of Dist-GAN, GN-GAN and other GAN methods

Dcgan For Bird Generation ⭐ 63

DCGAN and WGAN implementation on Keras for Bird Generation

The implementation of Temporal Generative Adversarial Nets with Singular Value Clipping

Adversarial Autoencoder ⭐ 57

An adversarial autoencoder implementation in pytorch

Animeface ⭐ 57

Training deep models using anime, illustration images.

Progressive Growing Of Gans.pytorch ⭐ 51

Source code for "Progressive Growing of GANs for Improved Quality, Stability, and Variation".

Anime_gan ⭐ 51

GAN models with Anime.

Generative_zoo ⭐ 50

Vessel Wgan Pytorch ⭐ 46

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

Generative Model ⭐ 46

Repository for implementation of generative models with Tensorflow 1.x

🐳 GAN implemented as Tensorflow 2.X

Deblurgan Pytorch ⭐ 45

An easy-to-read implementation of DeblurGAN

Minimal_wgan ⭐ 44

A minimal implementation of Wasserstein GAN

Official implementation of "GS-WGAN: A Gradient-Sanitized Approach for Learning Differentially Private Generators" (NeurIPS 2020)

Unsupervised representation learning with CapsNet based Generative Adversarial Networks

Cppn Wgan ⭐ 39

Generative Art Experiments

Srgan Pytorch ⭐ 39

A PyTorch implementation of SRGAN specific for Anime Super Resolution based on "Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network". And another PyTorch WGAN-gp implementation of SRGAN referring to "Improved Training of Wasserstein GANs".

Gans Tensorflow2 ⭐ 38

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

Optimistic_gan_training ⭐ 37

Wgan Gp Tensorflow ⭐ 37

TensorFlow implementations of Wasserstein GAN with Gradient Penalty (WGAN-GP), Least Squares GAN (LSGAN), GANs with the hinge loss.

Gan_practice ⭐ 36

dcgan,wgan and improved wgan implementation by tensorflow

Pytorch Gans ⭐ 36

Various GANs in pytorch environment

Chainer Pggan ⭐ 34

Progressive Growing of GANs implemented with chainer

Multi Categorical Gans ⭐ 33

Code for the paper "Generating Multi-Categorical Samples with Generative Adversarial Networks"

First_order_gan ⭐ 33

Create images and texts with the First Order Generative Adversarial Networks arxiv.org/abs/1802.04591

Arshamg Scrnaseq Wgan ⭐ 31

Wasserstein Generative Adversarial Network for analysing scRNAseq data

Wgan Tensorflow ⭐ 30

Wasserstein GAN TensorFlow Implementation

Implemention of "CVAE-GAN: Fine-Grained Image Generation through Asymmetric Training"

Code for the paper "Banach Wasserstein GAN"

Wgan Gp Tensorflow ⭐ 24

Tensorflow Implementation of Paper "Improved Training of Wasserstein GANs"

Rumigans ⭐ 24

Code accompanying the NeurIPS 2020 submission "Teaching a GAN What Not to Learn."

Speech Enhancement Wgan ⭐ 23

speech enhancement GAN on waveform/log-power-spectrum data using Improved WGAN

Wgan Gp Anomaly ⭐ 23

gan, wgan-gp, anomaly detection, unsupervised, pytorch

Cyclegan Music Style Transfer Refactorization ⭐ 22

Symbolic Music Genre Transfer with CycleGAN - Refactorization

Glsgan Gp ⭐ 22

Generalized Loss-Sensitive Generative Adversarial Networks (GLS-GAN) in PyTorch with gradient penalty, including both LS-GAN and WGAN as special cases.

Tf2 Image Generation ⭐ 21

Tensorflow2 reimplementation of image generation model (GAN, Style Transfer, Image to Image Translation, etc)

Gans Keras ⭐ 21

GANs Implementations in Keras

Performance Comparison Of Gan On Cifar 10 ⭐ 20

Performance comparison of ACGAN, BEGAN, CGAN, DRAGAN, EBGAN, GAN, infoGAN, LSGAN, VAE, WGAN, WGAN_GP on cifar-10

Chainer Wasserstein Gan ⭐ 20

Chainer implementation of the Wesserstein GAN

Improved Wasserstein Gan ⭐ 20

Implementation of the improved WGAN in Tensorflow

Celeba Gan Pytorch ⭐ 20

Generative Adversarial Networks in PyTorch

Pytorch Basic Gans ⭐ 19

Simple Pytorch implementations of most used Generative Adversarial Network (GAN) varieties.

Improved Wasserstein Gan Application On Mri Images ⭐ 19

Improved Wasserstein GAN (WGAN-GP) application on medical (MRI) images

Text Wgan ⭐ 18

Improved Training of Wasserstein GANs for Text Generation

Mxnet Wgan ⭐ 18

mxnet implement for Conditional Wasserstein GAN

Fun With Mnist ⭐ 18

Playing with MNIST. Machine Learning. Generative Models.

Improved_wgan_training ⭐ 18

Code for reproducing experiments in "Improved Training of Wasserstein GANs"

Pytorch Wgan Gp ⭐ 18

PyTorch implementation of "Improved Training of Wasserstein GANs", arxiv:1704.00028

Srgan With Wgan Loss Tensorflow ⭐ 18

SRGAN (super resolution generative adversarial networks) with WGAN loss function in TensorFlow

Cyclegan ⭐ 17

A simple code of CycleGAN which is easy to read is implemented by TensorFlow

Celeba Cyclegan ⭐ 17

An implementation of cycle-gan that trains on celebA dataset

Improved_wgan ⭐ 17

Implementation of the "Improved Training of Wasserstein GANs" paper in TensorFlow

Keras Gan Library ⭐ 15

Implementation of GAN papers on Keras.

Mhgan Tensorflow ⭐ 15

Metropolis-Hastings GAN in Tensorflow for enhanced generator sampling

Generative_deep_learning ⭐ 15

Generative Deep Learning Sessions led by Anugraha Sinha (Machine Learning Tokyo)

A 1D toy example of optimizing a generative model using the WGAN-GP model.

Videodcgan ⭐ 14

Implementation of a GAN that generates video using LSTM and ConvNet in Tensorflow

Vanillagan Tensorflow ⭐ 14

Vanilla GAN TensorFlow Implementation

Gan_audio_inpainting ⭐ 14

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