wgan

There are 2 repositories under wgan topic.

hwalsuklee / tensorflow-generative-model-collections
Collection of generative models in Tensorflow
acgan began cgan cvae dragan ebgan fashion-mnist gan generative-adversarial-networks generative-model generative-models improved-wgan infogan lsgan mnist tensorflow vae variational-autoencoder wgan wgan-gp
Language:Python 3899
znxlwm / pytorch-generative-model-collections
Collection of generative models in Pytorch version.
pytorch gan cgan infogan acgan wgan dragan ebgan began generative-adversarial-network conditional-gan mnist fashion-mnist package collection wgan-gp lsgan
Language:Python 2563
tjwei / GANotebooks
wgan, wgan2(improved, gp), infogan, and dcgan implementation in lasagne, keras, pytorch
wgan wgan-gp infogan lasagne keras pytorch tensorflow pix2pix dcgan dragan cyclegan
Language:Jupyter Notebook 1497
kozistr / Awesome-GANs
Awesome Generative Adversarial Networks with tensorflow
generative-adversarial-network tensorflow machine-learning began cgan dcgan gan lapgan lsgan wgan wgan-gp ebgan stargan srgan arxiv dragan cogan acgan sagan f-gan
Language:Python 761
shayneobrien / generative-models
Annotated, understandable, and visually interpretable PyTorch implementations of: VAE, BIRVAE, NSGAN, MMGAN, WGAN, WGANGP, LSGAN, DRAGAN, BEGAN, RaGAN, InfoGAN, fGAN, FisherGAN
autoencoder began discriminator dragan fgan fishergan gan generative-adversarial-network generative-models infogan lsgan machine-learning mmgan nsgan python pytorch ragan vae wasserstein wgan
Language:Jupyter Notebook 493
khanrc / tf.gans-comparison
Implementations of (theoretical) generative adversarial networks and comparison without cherry-picking
began celeba dcgan dragan ebgan gan gans lsgan lsun tensorflow wgan wgan-gp
Language:Python 469
LynnHo / DCGAN-LSGAN-WGAN-GP-DRAGAN-Tensorflow-2
dcgan lsgan wgan wgan-gp wasserstein-gans dragan tensorflow tensorflow2 gan gans
Language:Python 419
amanchadha / coursera-gan-specialization
Programming assignments and quizzes from all courses within the GANs specialization offered by deeplearning.ai
coursera gan gans generative-adversarial-network generative-model deeplearning-ai stylegan dcgan wgan pix2pix pytorch conditional-gan bias bias-detection biggan u-net data-augmentation artificial-intelligence deep-learning neural-network
Language:Jupyter Notebook 401
Yangyangii / GAN-Tutorial
Simple Implementation of many GAN models with PyTorch.
pytorch-gan gan gan-implementations dcgan conditional-gan wgan gan-pytorch pytorch gan-tutorial infogan wgan-gp infogan-pytorch vanilla-gan mnist cars-dataset stanford-cars celeba began began-pytorch regularization
Language:Jupyter Notebook 369
amirbar / rnn.wgan
Code for training and evaluation of the model from "Language Generation with Recurrent Generative Adversarial Networks without Pre-training"
gans nlp wgan text-generation text-generator gan
Language:Python 252
MingtaoGuo / DCGAN_WGAN_WGAN-GP_LSGAN_SNGAN_RSGAN_BEGAN_ACGAN_PGGAN_TensorFlow
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
acgan began colab dcgan face-generative generative-adversarial-network pggan rasgan rsgan sngan tensorflow wgan wgan-gp
Language:Python 217
generative_adversarial_networks_101
mafda / generative_adversarial_networks_101
Keras implementations of Generative Adversarial Networks. GANs, DCGAN, CGAN, CCGAN, WGAN and LSGAN models with MNIST and CIFAR-10 datasets.
ccgan ccgans cgan cgans cifar-10 cifar10 conda-environment dcgan gan gans generative-adversarial-network generative-adversarial-networks jupyter-notebook keras lsgan lsgans mnist mnist-dataset tensorflow wgan
Language:Jupyter Notebook 199
chenyuntc / pytorch-GAN
A minimal implementaion (less than 150 lines of code with visualization) of DCGAN/WGAN in PyTorch with jupyter notebooks
gan wgan
Language:Jupyter Notebook 187
yfeng95 / GAN_Theories
Resources and Implementations of Generative Adversarial Nets which are focusing on how to stabilize training process and generate high quality images: DCGAN, WGAN, EBGAN, BEGAN, etc.
gan-theories wgan dcgan began ebgan
Language:Python 186
krishk97 / ECE-C247-EEG-GAN
GAN and VAE implementations to generate artificial EEG data to improve motor imagery classification. Data based on BCI Competition IV, datasets 2a. Final project for UCLA's EE C247: Neural Networks and Deep Learning course.
wgan-gp wgan dcgan tensorflow2 eeg vae
Language:Jupyter Notebook 138
lilianweng / unified-gan-tensorflow
A Tensorflow implementation of GAN, WGAN and WGAN with gradient penalty.
dcgan-tensorflow gan tensorflow wgan wgan-gp
Language:Python 115
LixiangHan / GANs-for-1D-Signal
implementation of several GANs with pytorch
gan gcgan pytorch raman-spectra wgan wgan-gp
Language:Python 114
sanghoon / tf-exercise-gan
Tensorflow implementation of different GANs and their comparisions
gan gan-implementations evaluation celeba mnist madgan dcgan began wgan gang-of-gans
Language:Python 112
wangguanan / Pytorch-Basic-GANs
Simple Pytorch implementations of most used Generative Adversarial Network (GAN) varieties.
pytorch gan cgan dcgan wgan wgan-gp
Language:Python 101
musyoku / wasserstein-gan
Chainer implementation of Wasserstein GAN
gan chainer wgan dcgan
Language:Python 95
marload / GANs-TensorFlow2
🚀 Variants of GANs most easily implemented as TensorFlow2. GAN, DCGAN, LSGAN, WGAN, WGAN-GP, DRAGAN, ETC...
tensorflow2 deeplearning gan dcgan lsgan wgan wgan-gp ssgan generative-adversarial-network tf2 tf tensorflow
Language:Python 92
Kyushik / Generative-Model
Repository for implementation of generative models with Tensorflow 1.x
aggan beta-vae cgan cyclegan dcgan gan generative-models hologan infogan lsgan pggan raindrop-removal singan stargan stylegan vae vq-vae wgan wgan-gp
Language:Jupyter Notebook 71
1Konny / WAE-pytorch
wasserstein-autoencoder wae wasserstein-gan wgan vae beta-vae
Language:Python 67
tensorfreitas / DCGAN-for-Bird-Generation
DCGAN and WGAN implementation on Keras for Bird Generation
dcgan keras gan wasserstein-gan wasserstein wgan
Language:Python 63
FangYang970206 / Anime_GAN
GAN models with Anime.
pytorch python3 dcgan anime wgan conditional-gan cgan
Language:Python 62
CasperHogenboom / WGAN_financial_time-series
Thesis project done on Generation Financial Time-Series with GANs. The project was a collaboration between Wholesale Banking Advanced Analytics team with ING and University Maastricht.
wgan financial-timeseries-data
Language:Python 61
Tejas-Nanaware / GAN-Anime-Characters
Creating Anime Faces using Generative Adversarial Networks (GAN) techniques such as: DCGAN, WGAN, StyleGAN, StyleGAN2 and StyleGAN3. Top repos on GitHub for AnimeFace GAN Generative AI Models
anime-face-generation dcgan deep-learning gan gan-algorithms gan-models generative-adversarial-network neural-networks stylegan wgan
Language:Jupyter Notebook 60
ChickenBenny / Stock-prediction-with-GAN-and-WGAN
stock prediction with GAN and WGAN
gan gru pytorch stock-price-prediction wgan
Language:Jupyter Notebook 59
raeidsaqur / CapsGAN
Capsule GAN: Unsupervised representation learning with CapsNet based Generative Adversarial Networks
gans capsules-net pytorch cifar-10 mnist wgan
Language:Python 56
RahulBhalley / progressive-growing-of-gans.pytorch
Unofficial PyTorch implementation of "Progressive Growing of GANs for Improved Quality, Stability, and Variation".
progressive-gan generative-adversarial-network pytorch discriminator generator wasserstein-gan wgan tensorboard optimal-transport
Language:Python 50
adler-j / minimal_wgan
A minimal implementation of Wasserstein GAN
mnist wgan tensorflow
Language:Python 44
luzhixing12345 / Anime-WGAN
pytorch implementation of WGAN to generate anime avatar
pytorch wgan anime
Language:Python 44
AliceAria / Performance-comparison-of-GAN-on-cifar-10
Performance comparison of ACGAN, BEGAN, CGAN, DRAGAN, EBGAN, GAN, infoGAN, LSGAN, VAE, WGAN, WGAN_GP on cifar-10
tensorflow acgan dragan gans infogan wgan-gp cifar-10 inception-score wgan performance-comparison
Language:Python 34
msurtsukov / generative-models-collection
PyTorch implemented generative models for CelebA dataset: DCGAN, LSGAN, WGAN, WGANGP, InfoGAN, BEGAN, VAE, VAEGAN
python pytorch gan dcgan vae vaegan wgan wgangp began infogan lsgan generative-model celeba
Language:Python 34
kartikgill / TF2-Keras-GAN-Notebooks
Generative Adversarial Networks with TensorFlow2, Keras and Python (Jupyter Notebooks Implementations)
python tensorflow2 keras generative-adversarial-network infogan lsgan adversarial-machine-learning wgan wgan-gp srgan dcgan gan gans cyclegan pix2pix deep-learning discogan context-encoder
Language:Jupyter Notebook 31
preritj / progressive_growing_of_GANs
Pure tensorflow implementation of progressive growing of GANs
gan generative-adversarial-network progressively-growing-gan progressive-gan tensorflow pggan wasserstein-gan wgan-gp wgan
Language:Python 30

wgan

hwalsuklee / tensorflow-generative-model-collections

znxlwm / pytorch-generative-model-collections

tjwei / GANotebooks

kozistr / Awesome-GANs

shayneobrien / generative-models

khanrc / tf.gans-comparison

LynnHo / DCGAN-LSGAN-WGAN-GP-DRAGAN-Tensorflow-2

amanchadha / coursera-gan-specialization

Yangyangii / GAN-Tutorial

amirbar / rnn.wgan

MingtaoGuo / DCGAN_WGAN_WGAN-GP_LSGAN_SNGAN_RSGAN_BEGAN_ACGAN_PGGAN_TensorFlow

mafda / generative_adversarial_networks_101

chenyuntc / pytorch-GAN

yfeng95 / GAN_Theories

krishk97 / ECE-C247-EEG-GAN

lilianweng / unified-gan-tensorflow

LixiangHan / GANs-for-1D-Signal

sanghoon / tf-exercise-gan

wangguanan / Pytorch-Basic-GANs

musyoku / wasserstein-gan

marload / GANs-TensorFlow2

Kyushik / Generative-Model

1Konny / WAE-pytorch

tensorfreitas / DCGAN-for-Bird-Generation

FangYang970206 / Anime_GAN

CasperHogenboom / WGAN_financial_time-series

Tejas-Nanaware / GAN-Anime-Characters

ChickenBenny / Stock-prediction-with-GAN-and-WGAN

raeidsaqur / CapsGAN

RahulBhalley / progressive-growing-of-gans.pytorch

adler-j / minimal_wgan

luzhixing12345 / Anime-WGAN

AliceAria / Performance-comparison-of-GAN-on-cifar-10

msurtsukov / generative-models-collection

kartikgill / TF2-Keras-GAN-Notebooks

preritj / progressive_growing_of_GANs