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The Top 23 Infogan Open Source Projects

Open source projects categorized as Infogan
Tensorflow Generative Model Collections ⭐ 3,570
Collection of generative models in Tensorflow
most recent commit 6 years ago
Gan ⭐ 2,763
Resources and Implementations of Generative Adversarial Nets: GAN, DCGAN, WGAN, CGAN, InfoGAN
most recent commit 7 years ago
Pytorch Generative Model Collections ⭐ 1,985
Collection of generative models in Pytorch version.
most recent commit 4 years ago
Deeplearningimplementations ⭐ 1,772
Implementation of recent Deep Learning papers
most recent commit 3 years ago
Ganotebooks ⭐ 1,335
wgan, wgan2(improved, gp), infogan, and dcgan implementation in lasagne, keras, pytorch
most recent commit 6 years ago
Tensorflow 101 ⭐ 1,100
learn code with tensorflow
most recent commit 5 years ago
Tf Tutorials ⭐ 526
A collection of deep learning tutorials using Tensorflow and Python
most recent commit 7 years ago
Generative Models ⭐ 414
Annotated, understandable, and visually interpretable PyTorch implementations of: VAE, BIRVAE, NSGAN, MMGAN, WGAN, WGANGP, LSGAN, DRAGAN, BEGAN, RaGAN, InfoGAN, fGAN, FisherGAN
most recent commit 5 years ago
Ac Gan ⭐ 379
A tensorflow implementation of google's AC-GAN ( Auxiliary Classifier GAN ).
most recent commit 6 years ago
Srgan ⭐ 285
A tensorflow implemenation of Christian et al's SRGAN(super-resolution generative adversarial network)
most recent commit 7 years ago
Timeseries_gan ⭐ 246
A tensorflow implementation of GAN ( exactly InfoGAN or Info GAN ) to one dimensional ( 1D ) time series data.
most recent commit 6 years ago
Gan Discussions ⭐ 231
GAN讨论群讨论汇总的地方
most recent commit 7 years ago
Gan Sandbox ⭐ 223
Vanilla GAN implemented on top of keras/tensorflow enabling rapid experimentation & research. Branches correspond to implementations of stable GAN variations (i.e. ACGan, InfoGAN) and other promising variations of GANs like conditional and Wasserstein.
most recent commit 7 years ago
Ebgan ⭐ 206
A tensorflow implementation of Junbo et al's Energy-based generative adversarial network ( EBGAN ) paper.
most recent commit 7 years ago
Gan Tutorial ⭐ 190
Simple Implementation of many GAN models with PyTorch.
most recent commit 4 years ago
Progressive_infogan ⭐ 179
Progressive training of GANs with Mutual Information Penalty
most recent commit 6 years ago
Tensorflow Infogan ⭐ 148
🎎 InfoGAN: Interpretable Representation Learning
most recent commit 7 years ago
Infogan Pytorch ⭐ 143
PyTorch Implementation of InfoGAN
most recent commit 5 years ago
Matlab Gan ⭐ 125
MATLAB implementations of Generative Adversarial Networks -- from GAN to Pixel2Pixel, CycleGAN
most recent commit a year ago
Infogan Pytorch ⭐ 122
implement infoGAN using pytorch
most recent commit 6 years ago
Generative_adversarial_networks_pytorch ⭐ 113
(PyTorch) Implementations of GAN, Improved GAN, DCGAN, LAPGAN, and InfoGAN in PyTorch
most recent commit 7 years ago
Supervised_infogan ⭐ 100
A tensorflow implementation of informative generative adversarial network (InfoGAN ). I've added supervised loss to original InfoGAN.
most recent commit 7 years ago
Gan Image Similarity ⭐ 88
InfoGAN inspired neural network trained on zap50k images (using Tensorflow + tf-slim). Intermediate layers of the discriminator network are used to do image similarity.
most recent commit 7 years ago
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