lsgan

There are 1 repository under lsgan topic.

hwalsuklee / tensorflow-generative-model-collections
Collection of generative models in Tensorflow
gan vae cgan infogan acgan lsgan wgan dragan ebgan variational-autoencoder began tensorflow mnist fashion-mnist wgan-gp cvae generative-adversarial-networks generative-model generative-models improved-wgan
Language:Python 3923
znxlwm / pytorch-generative-model-collections
Collection of generative models in Pytorch version.
pytorch gan cgan infogan acgan wgan dragan ebgan began generative-adversarial-network conditional-gan mnist fashion-mnist package collection wgan-gp lsgan
Language:Python 2640
kozistr / Awesome-GANs
Awesome Generative Adversarial Networks with tensorflow
generative-adversarial-network tensorflow machine-learning began cgan dcgan gan lapgan lsgan wgan wgan-gp ebgan stargan srgan arxiv dragan cogan acgan sagan f-gan
Language:Python 763
shayneobrien / generative-models
Annotated, understandable, and visually interpretable PyTorch implementations of: VAE, BIRVAE, NSGAN, MMGAN, WGAN, WGANGP, LSGAN, DRAGAN, BEGAN, RaGAN, InfoGAN, fGAN, FisherGAN
autoencoder began discriminator dragan fgan fishergan gan generative-adversarial-network generative-models infogan lsgan machine-learning mmgan nsgan python pytorch ragan vae wasserstein wgan
Language:Jupyter Notebook 501
khanrc / tf.gans-comparison
Implementations of (theoretical) generative adversarial networks and comparison without cherry-picking
gans dcgan lsgan wgan wgan-gp dragan ebgan began tensorflow celeba lsun gan
Language:Python 470
LynnHo / DCGAN-LSGAN-WGAN-GP-DRAGAN-Tensorflow-2
Reimplementation of GANs
dcgan lsgan wgan wgan-gp wasserstein-gans dragan tensorflow tensorflow2 gan gans
Language:Python 425
generative_adversarial_networks_101
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.
gan mnist dcgan tensorflow keras generative-adversarial-network cgan ccgan cifar10 cifar-10 cgans ccgans gans wgan lsgan jupyter-notebook lsgans mnist-dataset generative-adversarial-networks conda-environment
Language:Jupyter Notebook 211
zcemycl / Matlab-GAN
MATLAB implementations of Generative Adversarial Networks -- from GAN to Pixel2Pixel, CycleGAN
aae acgan cgan computer-vision cyclegan dcgan deep-learning deep-neural-networks gans image-generation infogan lsgan matlab matlab-gan matlab-implementations pix2pix
Language:MATLAB 207
LynnHo / DCGAN-LSGAN-WGAN-GP-DRAGAN-Pytorch
DCGAN LSGAN WGAN-GP DRAGAN PyTorch
dcgan lsgan wgan-gp dragan pytorch
Language:Python 196
archsyscall / GANs-TensorFlow2
🚀 Variants of GANs most easily implemented as TensorFlow2. GAN, DCGAN, LSGAN, WGAN, WGAN-GP, DRAGAN, ETC...
tensorflow2 deeplearning gan dcgan lsgan wgan wgan-gp ssgan generative-adversarial-network tf2 tf tensorflow
Language:Python 96
Kyushik / Generative-Model
Repository for implementation of generative models with Tensorflow 1.x
gan vae dcgan lsgan wgan wgan-gp cgan infogan cyclegan stargan aggan vq-vae beta-vae hologan generative-models raindrop-removal singan stylegan pggan
Language:Jupyter Notebook 71
musyoku / LSGAN
Chainer implementation of Least Squares GAN (LSGAN)
gan dcgan lsgan
Language:Python 53
RahulBhalley / progressive-growing-of-gans.pytorch
ProGAN with Standard, WGAN, WGAN-GP, LSGAN, BEGAN, DRAGAN, Conditional GAN, InfoGAN, and Auxiliary Classifier GAN training methods
acgan auxiliary-classifier-gan began conditional-gan discriminator dragan generative-adversarial-network generator infogan infogan-pytorch lsgan lsgan-pytorch optimal-transport progressive-gan pytorch tensorboard wasserstein-gan wgan wgan-gp wgans
Language:Python 52
kevinfu1717 / SuperInterstellarTerminal
【X世纪星际终端】A Wechat Social and AR Game: 基于微信聊天，结合增强现实技术AR+LBS（基于图像位置）的轻社交星际漂流瓶游戏。向外太空发送漂流信息，看看AI预测的外星人是长什么样的，寻找身边的外星人,逗逗外星生物，看看外星植物及外星建筑。Send the message to the outer space, find the aliens in the earth. Let`s see what they look like from LSGAN`s prediction. Also, Have a look at the aliens' pets and the vegetation from the outer space
ar cityscapes-dataset lsgan msgnet opencv paddlehub paddlepaddle paddleseg transfer-learning wechat wechaty
Language:Jupyter Notebook 46
shaohua0116 / WGAN-GP-TensorFlow
TensorFlow implementations of Wasserstein GAN with Gradient Penalty (WGAN-GP), Least Squares GAN (LSGAN), GANs with the hinge loss.
gan generative-adversarial-network image-generation image-synthesis lsgan wgan-gp
Language:Python 44
GunhoChoi / LSGAN-TF
Simple implementation of Least Squares Generative Adversarial Networks
gan tensorflow lsgan infogan python simple
Language:Python 43
msurtsukov / generative-models-collection
PyTorch implemented generative models for CelebA dataset: DCGAN, LSGAN, WGAN, WGANGP, InfoGAN, BEGAN, VAE, VAEGAN
began celeba dcgan gan generative-model infogan lsgan python pytorch vae vaegan wgan wgangp
Language:Python 38
kartikgill / TF2-Keras-GAN-Notebooks
Generative Adversarial Networks with TensorFlow2, Keras and Python (Jupyter Notebooks Implementations)
python tensorflow2 keras generative-adversarial-network infogan lsgan adversarial-machine-learning wgan wgan-gp srgan dcgan gan gans cyclegan pix2pix deep-learning discogan context-encoder
Language:Jupyter Notebook 37
sutd-visual-computing-group / Fourier-Discrepancies-CNN-Detection
[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.
gans dcgan lsgan wgan-gp stargan fourier-transform cvpr2021 pytorch pytorch-lightning fourier-spectrum-discrepancies webdataset
Language:Python 29
s-chh / PyTorch-GANs
From scratch, simple and easy-to-understand Pytorch implementation of various generative adversarial network (GAN): GAN, DCGAN, Conditional GAN (cGAN), WGAN, WGAN-GP, CycleGAN, LSGAN, and StarGAN.
cgan conditionalgan cyclegan dcgan gan generative-adversarial-network lsgan pytorch stargan wgan wgan-gp
Language:Python 24
bchao1 / Fun-with-MNIST
Playing with MNIST. Machine Learning. Generative Models.
acgan autoencoders began conditonal-gan ebgan gan generative-adversarial-network infogan lsgan mnist pca tsne vae wgan wgan-gp
Language:Python 23
kartikgill / The-GAN-Book
The GAN Book: Train stable Generative Adversarial Networks using TensorFlow2, Keras and Python.
python keras tensorflow tensorflow2 gans gan-tensorflow generative-adversarial-network generative-model adversarial-learning cyclegan-keras cyclegan-tensorflow pix2pix-tensorflow pix2pix-keras srgan-keras discogan-tensorflow infogan wgan-tf2 wgan-gp lsgan pixel-cnn
Language:Jupyter Notebook 20
pfnet-research / chainer-LSGAN
Least Squares Generative Adversarial Network implemented in Chainer
chainer chainer-lsgan lsgan gan
Language:Python 18
bajibabu / GlottGAN
This repository contains the files used for our Interspeech 2017 paper.
dcgan lsgan gan glottal spss
Language:Python 16
hklchung / GAN-GenerativeAdversarialNetwork
Beginner's Guide to building GAN from scratch with Tensorflow and Keras
gan gans cv tensorflow pytorch dcgan gan-architectures implementation beginner infogan cgan lsgan cyclegan fake-images image-translation from-scratch image-generation
Language:Python 16
AdalbertoCq / GANs-Slides-Code-Paper
Tutorial introduction slides to GANs. Code implementations and links of relevant papers.
gans generative-adversarial-networks infogan lsgan rasgan sagan slides sngan tensorflow wgan wgan-gp
Language:Python 15
goldsborough / cytogan
Repository for my research on generative modelling of cell images
computational-biology deep-learning infogan keras lsgan tensorflow
Language:Python 14
assassint2017 / Generative-model-using-pytorch
implement GANs and VAE using pytorch
pytorch gans vae dcgan wgan wgan-gp lsgan
Language:Python 13
jbu5105 / Towards_album_artwork_generation_based_on_audio
Repo of my master thesis at Pompeu Fabra University: "Towards album artwork generation based on audio". We analyze VAEs and GANs to condition image generation with audio.
128x128 album-artwork-generation album-covers dcgan gans lsgan pytorch vae wgan-gp
Language:Jupyter Notebook 11
demetoir / ALLGANS
머신러닝 프레임워크를 활용한 비교사(Unsupervised) 학습 모델 구현 프로젝트
python wasserstein-gans inception wgan gan lsgan framework tesnorflow machine-learning generative-adversarial-network inception-architecture semi-supervised-learning unsupervised-learning
Language:Python 9
conan7882 / tf-gans
Tensorflow implementation of Generative Adversarial Networks
tensorflow gan generative-adversarial-network dcgan lsgan infogan
Language:Python 7
lordtt13 / GAN-s
All GAN models in Keras
gan cycle-gan keras gan-models wasserstein-gan info-gan dcgan pix2pix acgan cgan lsgan
Language:Python 7
aditgupta1 / LogoNet
Generating realistic logos with GAN's
wgan dcgan pytorch inception logos lsgan wgan-gp
Language:Python 6
Overseer66 / Tensorflow-GAN
GAN / DCGAN / InfoGAN / BEGAN ...
began infogan lsgan gan dcgan tensorflow jupyter-notebook
Language:Jupyter Notebook 6
salehsargolzaee / DCGAN-for-face-generation
Generate Faces Using Deep Convolutional Generative Adversarial Networks (DCGAN)
face-gene gan generative-adversarial-network dcgan lsgan cnn deep-learning patchgan
Language:Jupyter Notebook 6
subpath / LSGAN-with-PyTorch
PyTorch implementation of the Least Squares Generative Adversarial Networks
pytorch lsgan gan picture-generation
Language:Python 5

lsgan

hwalsuklee / tensorflow-generative-model-collections

znxlwm / pytorch-generative-model-collections

kozistr / Awesome-GANs

shayneobrien / generative-models

khanrc / tf.gans-comparison

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

mafda / generative_adversarial_networks_101

zcemycl / Matlab-GAN

LynnHo / DCGAN-LSGAN-WGAN-GP-DRAGAN-Pytorch

archsyscall / GANs-TensorFlow2

Kyushik / Generative-Model

musyoku / LSGAN

RahulBhalley / progressive-growing-of-gans.pytorch

kevinfu1717 / SuperInterstellarTerminal

shaohua0116 / WGAN-GP-TensorFlow

GunhoChoi / LSGAN-TF

msurtsukov / generative-models-collection

kartikgill / TF2-Keras-GAN-Notebooks

sutd-visual-computing-group / Fourier-Discrepancies-CNN-Detection

s-chh / PyTorch-GANs

bchao1 / Fun-with-MNIST

kartikgill / The-GAN-Book

pfnet-research / chainer-LSGAN

bajibabu / GlottGAN

hklchung / GAN-GenerativeAdversarialNetwork

AdalbertoCq / GANs-Slides-Code-Paper

goldsborough / cytogan

assassint2017 / Generative-model-using-pytorch

jbu5105 / Towards_album_artwork_generation_based_on_audio

demetoir / ALLGANS

conan7882 / tf-gans

lordtt13 / GAN-s

aditgupta1 / LogoNet

Overseer66 / Tensorflow-GAN

salehsargolzaee / DCGAN-for-face-generation

subpath / LSGAN-with-PyTorch