wgan 开源项目推荐（196 个）

hwalsuklee /tensorflow-generative-model-collections

TensorFlow中的生成模型集合

znxlwm /pytorch-generative-model-collections

Collection of generative models in Pytorch version.

tjwei /GANotebooks

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

kozistr /Awesome-GANs

Awesome Generative Adversarial Networks with tensorflow

shayneobrien /generative-models

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

amanchadha /coursera-gan-specialization

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

khanrc /tf.gans-comparison

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

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

Reimplementation of GANs

Yangyangii /GAN-Tutorial

Simple Implementation of many GAN models with PyTorch.

amirbar /rnn.wgan

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

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

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.

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.

chenyuntc /pytorch-GAN

A minimal implementaion (less than 150 lines of code with visualization) of DCGAN/WGAN in PyTorch with jupyter notebooks

LixiangHan /GANs-for-1D-Signal

implementation of several GANs with pytorch

krishk97 /ECE-C247-EEG-GAN

GAN和VAE实现生成人工脑电数据以改进运动图像分类。数据基于BCI竞赛IV，数据集2a。加州大学洛杉矶分校EE C247的最终项目：神经网络和深度学习课程。

lilianweng /unified-gan-tensorflow

GAN、WGAN 和带有梯度惩罚的 WGAN 的张量流实现。

sanghoon /tf-exercise-gan

Tensorflow implementation of different GANs and their comparisions

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

stock prediction with GAN and WGAN

olramde /GANs-TensorFlow2

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