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 3903
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 2568
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 760
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 generative-adversarial-network machine-learning pytorch discriminator gan wasserstein vae generative-models began dragan autoencoder infogan lsgan mmgan nsgan ragan wgan fgan fishergan
Language:Jupyter Notebook 494
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 468
LynnHo / DCGAN-LSGAN-WGAN-GP-DRAGAN-Tensorflow-2
dcgan lsgan wgan wgan-gp wasserstein-gans dragan tensorflow tensorflow2 gan gans
Language:Python 420
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 201
LynnHo / DCGAN-LSGAN-WGAN-GP-DRAGAN-Pytorch
DCGAN LSGAN WGAN-GP DRAGAN PyTorch
dcgan lsgan wgan-gp dragan pytorch
Language:Python 197
zcemycl / Matlab-GAN
MATLAB implementations of Generative Adversarial Networks -- from GAN to Pixel2Pixel, CycleGAN
matlab-gan infogan cyclegan pix2pix gans image-generation deep-learning deep-neural-networks computer-vision lsgan dcgan aae acgan cgan matlab-implementations matlab
Language:MATLAB 164
marload / 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 93
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
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
lsgan paddlepaddle paddlehub paddleseg opencv ar cityscapes-dataset msgnet wechaty wechat transfer-learning
Language:Jupyter Notebook 44
shaohua0116 / WGAN-GP-TensorFlow
TensorFlow implementations of Wasserstein GAN with Gradient Penalty (WGAN-GP), Least Squares GAN (LSGAN), GANs with the hinge loss.
gan wgan-gp generative-adversarial-network lsgan image-generation image-synthesis
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
python pytorch gan dcgan vae vaegan wgan wgangp began infogan lsgan generative-model celeba
Language:Python 35
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 31
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 27
bchao1 / Fun-with-MNIST
Playing with MNIST. Machine Learning. Generative Models.
mnist gan generative-adversarial-network vae acgan wgan lsgan wgan-gp autoencoders conditonal-gan pca tsne infogan began ebgan
Language:Python 23
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 15
assassint2017 / Generative-model-using-pytorch
implement GANs and VAE using pytorch
pytorch gans vae dcgan wgan wgan-gp lsgan
Language:Python 13
goldsborough / cytogan
Repository for my research on generative modelling of cell images
deep-learning lsgan infogan tensorflow keras computational-biology
Language:Python 13
AdalbertoCq / GANs-Slides-Code-Paper
Tutorial introduction slides to GANs. Code implementations and links of relevant papers.
gans lsgan wgan wgan-gp rasgan tensorflow sngan generative-adversarial-networks infogan sagan slides
Language:Python 12
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
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 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 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
akanimax / GAN-understanding
Implements gans on toy datasets and preliminary ML datasets for showing certain aspects of convergence and stability. Tries to cover various loss functions defined over the years.
gan wgan wgan-gp lsgan adversarial-machine-learning
Language:Jupyter Notebook 5
subpath / LSGAN-with-PyTorch
PyTorch implementation of the Least Squares Generative Adversarial Networks
pytorch lsgan gan picture-generation
Language:Python 5
aditgupta1 / LogoNet
Generating realistic logos with GAN's
wgan dcgan pytorch inception logos lsgan wgan-gp
Language:Python 4
egyptdj / GANs
TensorFlow Generative Adversarial Networks (GANs)
cgan dcgan gan gans generative-adversarial-network generative-adversarial-networks geogan lsgan mode-seek tensorflow vanilla-gan wgan wgan-gp
Language:Python 4

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

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

zcemycl / Matlab-GAN

marload / GANs-TensorFlow2

Kyushik / Generative-Model

musyoku / LSGAN

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

bchao1 / Fun-with-MNIST

pfnet-research / chainer-LSGAN

bajibabu / GlottGAN

hklchung / GAN-GenerativeAdversarialNetwork

assassint2017 / Generative-model-using-pytorch

goldsborough / cytogan

AdalbertoCq / GANs-Slides-Code-Paper

jbu5105 / Towards_album_artwork_generation_based_on_audio

kartikgill / The-GAN-Book

demetoir / ALLGANS

conan7882 / tf-gans

lordtt13 / GAN-s

Overseer66 / Tensorflow-GAN

salehsargolzaee / DCGAN-for-face-generation

akanimax / GAN-understanding

subpath / LSGAN-with-PyTorch

aditgupta1 / LogoNet

egyptdj / GANs