44 Open Source Wgan Gp Software Projects
Free and open source wgan gp 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
Mimicry 517 ⭐
[CVPR 2020 Workshop] A PyTorch GAN library that reproduces research results for popular GANs.
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
Unified Gan Tensorflow 98 ⭐
A Tensorflow implementation of GAN, WGAN and WGAN with gradient penalty.
Inpainting Gmcnn Keras 85 ⭐
Keras implementation of "Image Inpainting via Generative Multi-column Convolutional Neural Networks" paper published at NIPS 2018
Goldhuang Srgan Pytorch 65 ⭐
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".
Shaohua0116 Wgan Gp Tensorflow 41 ⭐
TensorFlow implementations of Wasserstein GAN with Gradient Penalty (WGAN-GP), Least Squares GAN (LSGAN), GANs with the hinge loss.
Speech Enhancement Wgan 30 ⭐
speech enhancement GAN on waveform/log-power-spectrum data using Improved WGAN
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...
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.
Fourier Discrepancies Cnn Detection 16 ⭐
[CVPR 2021: Oral] In this work, we show that high frequency Fourier spectrum decay discrepancies are not inherent characteristics for existing CNN-based generative models.
Tf2 Keras Gan Notebooks 13 ⭐
Generative Adversarial Networks with TensorFlow2, Keras and Python (Jupyter Notebooks Implementations)