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hwalsuklee /tensorflow-generative-model-collections

Collection of generative models in Tensorflow

tensorflow gan mnist infogan generative-model vae ebgan generative-adversarial-networks wgan cvae lsgan variational-autoencoder began cgan wgan-gp generative-models dragan acgan fashion-mnist improved-wgan

UpdatedAug 8, 2022
Python

yfeng95 /GAN

Resources and Implementations of Generative Adversarial Nets: GAN, DCGAN, WGAN, CGAN, InfoGAN

gan infogan dcgan wasserstein-gan adversarial-nets

UpdatedSep 8, 2017
Python

znxlwm /pytorch-generative-model-collections

Collection of generative models in Pytorch version.

package collection pytorch generative-adversarial-network gan mnist infogan ebgan wgan lsgan began cgan wgan-gp dragan conditional-gan acgan fashion-mnist

UpdatedApr 12, 2020
Python

tjwei /GANotebooks

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

lasagne tensorflow keras pytorch infogan dcgan pix2pix wgan cyclegan wgan-gp dragan

UpdatedFeb 11, 2018
Jupyter Notebook

burness /tensorflow-101

learn code with tensorflow

flask tensorflow gan infogan tensorflow-experiments deeplearning

UpdatedMay 17, 2019
Python

shayneobrien /generative-models

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

Yangyangii /GAN-Tutorial

Simple Implementation of many GAN models with PyTorch.

pytorch gan mnist infogan dcgan regularization celeba wgan began wgan-gp infogan-pytorch conditional-gan pytorch-gan gan-implementations vanilla-gan gan-pytorch gan-tutorial stanford-cars cars-dataset began-pytorch

UpdatedFeb 22, 2023
Jupyter Notebook

Natsu6767 /InfoGAN-PyTorch

PyTorch Implementation of InfoGAN

pytorch infogan svhn celeba infogan-pytorch fashion-mnist mnsit

UpdatedNov 5, 2022
Python

mjdietzx /GAN-Sandbox

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.

machine-learning deep-learning tensorflow keras artificial-intelligence generative-adversarial-network gan infogan unsupervised-learning

UpdatedMay 18, 2017
Python

zcemycl /Matlab-GAN

MATLAB implementations of Generative Adversarial Networks -- from GAN to Pixel2Pixel, CycleGAN

deep-neural-networks computer-vision deep-learning matlab infogan dcgan image-generation gans pix2pix lsgan matlab-implementations cyclegan cgan acgan aae matlab-gan

UpdatedMar 22, 2023
MATLAB

JonathanRaiman /tensorflow-infogan

🎎 InfoGAN: Interpretable Representation Learning

python computer-vision neural-network tensorflow generative-adversarial-network gan mnist infogan chairs-dataset

UpdatedApr 24, 2017
Python

pianomania /infoGAN-pytorch

implement infoGAN using pytorch

pytorch gan infogan infogan-pytorch characterize-digits

UpdatedOct 5, 2018
Python

marcbelmont /gan-image-similarity

InfoGAN inspired neural network trained on zap50k images (using Tensorflow + tf-slim). Intermediate layers of the discriminator network are used to do image similarity.

tensorflow gan infogan image-similarity l2-distances

UpdatedJan 6, 2017
Python

kamenbliznashki /generative_models

Pytorch implementations of generative models: VQVAE2, AIR, DRAW, InfoGAN, DCGAN, SSVAE

deep-learning draw infogan semi-supervised-learning

UpdatedJan 15, 2021
Python

Kyushik /Generative-Model

Repository for implementation of generative models with Tensorflow 1.x

gan infogan dcgan vae beta-vae wgan lsgan cyclegan cgan wgan-gp generative-models pggan stargan vq-vae stylegan singan hologan aggan raindrop-removal

UpdatedJun 12, 2020
Jupyter Notebook

Victarry /Image-Generation-models

Generative models (GAN, VAE, Diffusion Models, Autoregressive Models) implemented with Pytorch, Pytorch_lightning and hydra.

computer-vision pytorch hydra generative-adversarial-network infogan pixelcnn image-generation gans gan-pytorch diffusion-models pytorch-lightning vae-pytorch

UpdatedMay 5, 2023
Python

RahulBhalley /progressive-growing-of-gans.pytorch

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

GunhoChoi /LSGAN-TF

Simple implementation of Least Squares Generative Adversarial Networks

python simple tensorflow gan infogan lsgan

UpdatedJul 31, 2017
Python

kartikgill /TF2-Keras-GAN-Notebooks

Generative Adversarial Networks with TensorFlow2, Keras and Python (Jupyter Notebooks Implementations)

python deep-learning keras generative-adversarial-network gan infogan dcgan gans pix2pix wgan srgan context-encoder lsgan discogan adversarial-machine-learning cyclegan wgan-gp tensorflow2

UpdatedDec 19, 2021
Jupyter Notebook

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

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

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