generative-adversarial-network

There are 194 repositories under generative-adversarial-network topic.

junyanz / pytorch-CycleGAN-and-pix2pix
Image-to-Image Translation in PyTorch
computer-graphics computer-vision cyclegan deep-learning gan gans generative-adversarial-network image-generation image-manipulation pix2pix pytorch
Language:Python 19466
hindupuravinash / the-gan-zoo
A list of all named GANs!
machine-learning gan generative-adversarial-network
Language:Python 13065
Bringing-Old-Photos-Back-to-Life
microsoft / Bringing-Old-Photos-Back-to-Life
Bringing Old Photo Back to Life (CVPR 2020 oral)
gans generative-adversarial-network image-manipulation image-restoration old-photo-restoration photo-restoration photos pytorch
Language:Python 11719
junyanz / CycleGAN
Software that can generate photos from paintings, turn horses into zebras, perform style transfer, and more.
gan generative-adversarial-network deep-learning image-generation image-manipulation cyclegan pix2pix gans computer-vision computer-graphics torch
Language:Lua 11596
phillipi / pix2pix
Image-to-image translation with conditional adversarial nets
computer-vision computer-graphics gan pix2pix dcgan generative-adversarial-network deep-learning image-generation image-manipulation image-to-image-translation
Language:Lua 9413
MorvanZhou / PyTorch-Tutorial
Build your neural network easy and fast, 莫烦Python中文教学
autoencoder batch batch-normalization classification cnn dqn dropout gan generative-adversarial-network machine-learning neural-network python pytorch pytorch-tutorial pytorch-tutorials regression reinforcement-learning rnn tutorial
Language:Jupyter Notebook 7367
NVIDIA / pix2pixHD
Synthesizing and manipulating 2048x1024 images with conditional GANs
gan deep-learning deep-neural-networks pytorch pix2pix image-to-image-translation generative-adversarial-network computer-vision computer-graphics
Language:Python 6095
lama
advimman / lama
🦙 LaMa Image Inpainting, Resolution-robust Large Mask Inpainting with Fourier Convolutions, WACV 2022
inpainting inpainting-methods inpainting-algorithm computer-vision cnn deep-learning deep-neural-networks image-inpainting fourier fourier-transform fourier-convolutions colab-notebook colab high-resolution generative-adversarial-network gan generative-adversarial-networks pytorch
Language:Jupyter Notebook 4974
nashory / gans-awesome-applications
Curated list of awesome GAN applications and demo
generative-adversarial-network curated-list applications demonstration papers github
4533
MorvanZhou / Tensorflow-Tutorial
Tensorflow tutorial from basic to hard, 莫烦Python 中文AI教学
tensorflow tensorflow-tutorials gan generative-adversarial-network rnn cnn classification regression autoencoder deep-q-network dqn machine-learning tutorial dropout neural-network
Language:Python 4262
open-mmlab / mmediting
OpenMMLab Image and Video Restoration, Editing and Generation Toolbox
super-resolution inpainting matting image-generation generative-adversarial-network pytorch deep-learning video-interpolation video-frame-interpolation video-super-resolution computer-vision image-editing image-processing image-synthesis
Language:Python 4172
junyanz / iGAN
Interactive Image Generation via Generative Adversarial Networks
generative-adversarial-network image-manipulation computer-graphics computer-vision gan pix2pix dcgan deep-learning
Language:Python 3923
lucidrains / stylegan2-pytorch
Simplest working implementation of Stylegan2, state of the art generative adversarial network, in Pytorch. Enabling everyone to experience disentanglement
generative-adversarial-network artificial-intelligence pytorch machine-learning generative-model
Language:Python 3417
podgorskiy / ALAE
[CVPR2020] Adversarial Latent Autoencoders
generative-adversarial-network deep-learning autoencoder ffhq celeba celeba-hq stylegan alae neural-network generative-model gan face-generation pytorch pytorch-implementation python paper paper-implementations cvpr2020 computer-vision machine-learning
Language:Python 3390
makegirlsmoe / makegirlsmoe_web
Create Anime Characters with MakeGirlsMoe
deep-learning generative-adversarial-network anime reactjs react gan
Language:JavaScript 3316
shaoanlu / faceswap-GAN
A denoising autoencoder + adversarial losses and attention mechanisms for face swapping.
face-swap generative-adversarial-network gan gans image-manipulation
Language:Jupyter Notebook 3230
PyTorch-StudioGAN
POSTECH-CVLab / PyTorch-StudioGAN
StudioGAN is a Pytorch library providing implementations of representative Generative Adversarial Networks (GANs) for conditional/unconditional image generation.
pytorch deep-learning generative-adversarial-network biggan stylegan2 machine-learning stylegan2-ada stylegan3 data-efficient-gan-training clean-fid
Language:Python 3129
JiahuiYu / generative_inpainting
DeepFill v1/v2 with Contextual Attention and Gated Convolution, CVPR 2018, and ICCV 2019 Oral
deepfill image-inpainting generative-adversarial-network attention-model deep-neural-networks tensorflow
Language:Python 2975
eladrich / pixel2style2pixel
Official Implementation for "Encoding in Style: a StyleGAN Encoder for Image-to-Image Translation" (CVPR 2021) presenting the pixel2style2pixel (pSp) framework
cvpr2021 generative-adversarial-network image-translation pixel2style2pixel psp-framework psp-model stylegan stylegan-encoder
Language:Jupyter Notebook 2885
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 2456
dragen1860 / Deep-Learning-with-PyTorch-Tutorials
深度学习与PyTorch入门实战视频教程配套源代码和PPT
deep-learning pytorch convolutional-neural-networks recurrent-neural-networks generative-adversarial-network machine-learning artificial-intelligence tutorial
Language:Python 2386
knazeri / edge-connect
EdgeConnect: Structure Guided Image Inpainting using Edge Prediction, ICCV 2019 https://arxiv.org/abs/1901.00212
edgeconnect image-inpainting generative-adversarial-network gans canny-edge-detection deep-learning pytorch
Language:Python 2355
mseitzer / pytorch-fid
Compute FID scores with PyTorch.
pytorch gan generative-adversarial-network fid-score deep-learning frechet-distance inception-score fid
Language:Python 2221
paarthneekhara / text-to-image
Text to image synthesis using thought vectors
deep-learning tensorflow generative-adversarial-network skip-thought-vectors
Language:Python 2124
xinario / awesome-gan-for-medical-imaging
Awesome GAN for Medical Imaging
generative-adversarial-network medical-imaging deeplearning ct-denoising segmentation medical-image-synthesis detection reconstruction gan registration super-resolution
2058
albertpumarola / GANimation
GANimation: Anatomically-aware Facial Animation from a Single Image (ECCV'18 Oral) [PyTorch]
face-manipulation facial-expressions deep-learning generative-adversarial-network pytorch ganimation eccv-2018 gan
Language:Python 1844
taesungp / contrastive-unpaired-translation
Contrastive unpaired image-to-image translation, faster and lighter training than cyclegan (ECCV 2020, in PyTorch)
pytorch computervision deeplearning cyclegan image-generation computer-vision computer-graphics image-manipulation gans generative-adversarial-network
Language:Python 1816
switchablenorms / CelebAMask-HQ
A large-scale face dataset for face parsing, recognition, generation and editing.
celeba generative-adversarial-network face-recognition face-generation face-segmentation
Language:Python 1763
CSAILVision / gandissect
Pytorch-based tools for visualizing and understanding the neurons of a GAN. https://gandissect.csail.mit.edu/
pytorch gan image-manipulation deep-learning interactive-visualizations generative-adversarial-network interpretable-ml
Language:Python 1746
harskish / ganspace
Discovering Interpretable GAN Controls [NeurIPS 2020]
generative-adversarial-network gan deep-learning interactive-visualizations image-generation pytorch
Language:Jupyter Notebook 1715
Mukosame / Anime2Sketch
A sketch extractor for anime/illustration.
pytorch deep-learning gan anime sketch wacv gradio comic manga computer-vision generative-adversarial-network image-generation gans
Language:Python 1696
pytorch-cpp
prabhuomkar / pytorch-cpp
C++ Implementation of PyTorch Tutorials for Everyone
cplusplus artificial-intelligence machine-learning pytorch torch tensors neural-network autograd libtorch recurrent-neural-network tutorial generative-adversarial-network convolutional-neural-network language-model interactive-tutorials colab datasets scriptmodule-files
Language:C++ 1549
lucidrains / lightweight-gan
Implementation of 'lightweight' GAN, proposed in ICLR 2021, in Pytorch. High resolution image generations that can be trained within a day or two
artificial-intelligence deep-learning generative-adversarial-network
Language:Python 1509
YangLing0818 / Diffusion-Models-Papers-Survey-Taxonomy
Diffusion model papers, survey, and taxonomy
diffusion-models generative-adversarial-network generative-model survey vae image-to-image-translation stable-diffusion text-to-image
1506
salu133445 / musegan
An AI for Music Generation
music music-generation machine-learning tensorflow generative-adversarial-network gan
Language:Python 1405
junyanz / BicycleGAN
Toward Multimodal Image-to-Image Translation
deep-learning gans generative-adversarial-network pix2pix pytorch
Language:Python 1398

generative-adversarial-network

junyanz / pytorch-CycleGAN-and-pix2pix

hindupuravinash / the-gan-zoo

microsoft / Bringing-Old-Photos-Back-to-Life

junyanz / CycleGAN

phillipi / pix2pix

MorvanZhou / PyTorch-Tutorial

NVIDIA / pix2pixHD

advimman / lama

nashory / gans-awesome-applications

MorvanZhou / Tensorflow-Tutorial

open-mmlab / mmediting

junyanz / iGAN

lucidrains / stylegan2-pytorch

podgorskiy / ALAE

makegirlsmoe / makegirlsmoe_web

shaoanlu / faceswap-GAN

POSTECH-CVLab / PyTorch-StudioGAN

JiahuiYu / generative_inpainting

eladrich / pixel2style2pixel

znxlwm / pytorch-generative-model-collections

dragen1860 / Deep-Learning-with-PyTorch-Tutorials

knazeri / edge-connect

mseitzer / pytorch-fid

paarthneekhara / text-to-image

xinario / awesome-gan-for-medical-imaging

albertpumarola / GANimation

taesungp / contrastive-unpaired-translation

switchablenorms / CelebAMask-HQ

CSAILVision / gandissect

harskish / ganspace

Mukosame / Anime2Sketch

prabhuomkar / pytorch-cpp

lucidrains / lightweight-gan

YangLing0818 / Diffusion-Models-Papers-Survey-Taxonomy

salu133445 / musegan

junyanz / BicycleGAN

Related Topics