dragan

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

python machine-learning pytorch discriminator generative-adversarial-network gan infogan autoencoder vae wasserstein wgan lsgan began generative-models dragan fishergan mmgan nsgan ragan fgan

UpdatedNov 19, 2018
Jupyter Notebook

khanrc /tf.gans-comparison

Star472

Implementations of (theoretical) generative adversarial networks and comparison without cherry-picking

tensorflow gan dcgan ebgan gans celeba wgan lsgan lsun began wgan-gp dragan

UpdatedMar 9, 2018
Python

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

Star425

Reimplementation of GANs

tensorflow gan dcgan gans wgan lsgan wgan-gp dragan wasserstein-gans tensorflow2

UpdatedDec 13, 2021
Python

kodalinaveen3 /DRAGAN

Star239

A stable algorithm for GAN training

deep-learning neural-network paper generative-adversarial-network gan generative-model unsupervised-learning stability dragan

UpdatedJul 16, 2018
Jupyter Notebook

LynnHo /DCGAN-LSGAN-WGAN-GP-DRAGAN-Pytorch

Star195

DCGAN LSGAN WGAN-GP DRAGAN PyTorch

pytorch dcgan lsgan wgan-gp dragan

UpdatedDec 13, 2021
Python

RahulBhalley /progressive-growing-of-gans.pytorch

Sponsor

Star52

ProGAN with Standard, WGAN, WGAN-GP, LSGAN, BEGAN, DRAGAN, Conditional GAN, InfoGAN, and Auxiliary Classifier GAN training methods

generator pytorch discriminator generative-adversarial-network infogan tensorboard wgan optimal-transport lsgan wasserstein-gan began wgan-gp dragan infogan-pytorch conditional-gan acgan progressive-gan wgans auxiliary-classifier-gan lsgan-pytorch

UpdatedSep 6, 2024
Python

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

Star37

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

tensorflow infogan gans wgan performance-comparison wgan-gp cifar-10 dragan acgan inception-score

UpdatedDec 18, 2019
Python

shaform /DeepNetworks

Star23

My implementations of deep neural networks for practice.

deep-neural-networks deep-learning jupyter-notebook generative-adversarial-network mnist discogan wasserstein-gan dragan

UpdatedNov 5, 2017
Jupyter Notebook

YeonwooSung /GAN_Implementation

Sponsor

Star18

Pytorch implementations of GANs

gan dcgan ebgan wgan image-translation began cyclegan wgan-gp dragan sagan pggan stargan cogan wavegan pytorch-implementation gan-training softmax-gan storygan transgan

UpdatedJul 25, 2024
Python

rizaudo /Conditional-DRAGAN

Star2

Conditional DRAGAN(cGAN base)

machine-learning gans dragan

UpdatedAug 29, 2018
Python

ALPHAYA-Japan /gan

Star2

A Collection of GAN models in Tensorflow

tensorflow generative-adversarial-network gan dcgan wgan lsgan wgan-gp dragan fgan bgan softmaxgan

UpdatedNov 30, 2019
Python

ahmedmbutt /Generative-Deep-Learning-with-TensorFlow

Star1

Labs for Generative Deep Learning with TensorFlow by DeepLearning.AI on Coursera

deep-learning tensorflow coursera generative-adversarial-network autoencoder variational-autoencoder wgan-gp dragan neural-style-transfer generative-deep-learning

UpdatedFeb 24, 2024
Jupyter Notebook

nanfengpo /GANotebooks

Star0

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

gan infogan dcgan important pix2pix wgan cyclegan dragan

UpdatedOct 11, 2017
Jupyter Notebook

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