56 Open Source Wgan Software Projects
Free and open source wgan code projects including engines, APIs, generators, and tools.
Ganotebooks 1449 ⭐
wgan, wgan2(improved, gp), infogan, and dcgan implementation in lasagne, keras, pytorch
Tf.gans Comparison 472 ⭐
Implementations of (theoretical) generative adversarial networks and comparison without cherry-picking
Shayneobrien Generative Models 457 ⭐
Annotated, understandable, and visually interpretable PyTorch implementations of: VAE, BIRVAE, NSGAN, MMGAN, WGAN, WGANGP, LSGAN, DRAGAN, BEGAN, RaGAN, InfoGAN, fGAN, FisherGAN
Rnn.wgan 253 ⭐
Code for training and evaluation of the model from "Language Generation with Recurrent Generative Adversarial Networks without Pre-training"
Gan_theories 162 ⭐
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.
Dcgan_wgan_wgan Gp_lsgan_sngan_rsgan_began_acgan_pggan_tensorflow 182 ⭐
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
Chenyuntc Pytorch Gan 167 ⭐
A minimal implementaion (less than 150 lines of code with visualization) of DCGAN/WGAN in PyTorch with jupyter notebooks
Generative_adversarial_networks_101 156 ⭐
Keras implementations of Generative Adversarial Networks. GANs, DCGAN, CGAN, CCGAN, WGAN and LSGAN models with MNIST and CIFAR-10 datasets.
Unified Gan Tensorflow 98 ⭐
A Tensorflow implementation of GAN, WGAN and WGAN with gradient penalty.
Progressive Growing Of Gans.pytorch 51 ⭐
Source code for "Progressive Growing of GANs for Improved Quality, Stability, and Variation".
Capsgan 51 ⭐
Capsule GAN: Unsupervised representation learning with CapsNet based Generative Adversarial Networks
Performance Comparison Of Gan On Cifar 10 29 ⭐
Performance comparison of ACGAN, BEGAN, CGAN, DRAGAN, EBGAN, GAN, infoGAN, LSGAN, VAE, WGAN, WGAN_GP on cifar-10
Improved Wasserstein Gan Application On Mri Images 21 ⭐
Improved Wasserstein GAN (WGAN-GP) application on medical (MRI) images
Pytorch Basic Gans 99 ⭐
Simple Pytorch implementations of most used Generative Adversarial Network (GAN) varieties.
Generative_deep_learning 23 ⭐
Generative Deep Learning Sessions led by Anugraha Sinha (Machine Learning Tokyo)
Gans Tensorflow2 60 ⭐
🚀 Variants of GANs most easily implemented as TensorFlow2. GAN, DCGAN, LSGAN, WGAN, WGAN-GP, DRAGAN, ETC...
Generative Models Collection 25 ⭐
PyTorch implemented generative models for CelebA dataset: DCGAN, LSGAN, WGAN, WGANGP, InfoGAN, BEGAN, VAE, VAEGAN
Ece C247 Eeg Gan 47 ⭐
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.
Coursera Gan Specialization 177 ⭐
Programming assignments and quizzes from all courses within the GANs specialization offered by deeplearning.ai
Gan Anime Characters 30 ⭐
Applied several Generative Adversarial Networks (GAN) techniques such as: DCGAN, WGAN and StyleGAN to generate Anime Faces and Handwritten Digits.
Wgan_financial_time Series 30 ⭐
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.
Wae Wgan 11 ⭐
Reimplementation of Wasserstein Auto Encoder (WAE) with Wasserstein GAN based penalty D_Z in Tensorflow
Tf2 Keras Gan Notebooks 13 ⭐
Generative Adversarial Networks with TensorFlow2, Keras and Python (Jupyter Notebooks Implementations)
Deblurring By Realistic Blurring 11 ⭐
A PyTorch implementation of the "Deblurring by Realistic Blurring", unofficially