Topic: generative-adversarial-network

junyanz / pytorch-CycleGAN-and-pix2pix

Image-to-Image Translation in PyTorch

pytorch gan cyclegan pix2pix deep-learning computer-vision computer-graphics image-manipulation image-generation generative-adversarial-network gans

Python Updated Jul 18, 2019

junyanz / CycleGAN

8.8k

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

Lua Updated Jun 4, 2019

phillipi / pix2pix

6.7k

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

Lua Updated Apr 14, 2019

hindupuravinash / the-gan-zoo

6.1k

A list of all named GANs!

machine-learning gan generative-adversarial-network

Python Updated Feb 10, 2019

NVIDIA / pix2pixHD

3.7k

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

Python Updated Jun 18, 2019

junyanz / iGAN

3.4k

Interactive Image Generation via Generative Adversarial Networks

generative-adversarial-network image-manipulation computer-graphics computer-vision gan pix2pix dcgan deep-learning

Python Updated Jan 25, 2019

MorvanZhou / PyTorch-Tutorial

3.4k

Build your neural network easy and fast

neural-network python pytorch-tutorial batch-normalization cnn rnn autoencoder pytorch regression classification batch tutorial dropout dqn reinforcement-learning gan generative-adversarial-network machine-learning

Jupyter Notebook Updated May 17, 2019

MorvanZhou / Tensorflow-Tutorial

3.3k

Tensorflow tutorial from basic to hard

tensorflow tensorflow-tutorials gan generative-adversarial-network rnn cnn classification regression autoencoder deep-q-network dqn machine-learning tutorial dropout neural-network

Python Updated Feb 18, 2019

makegirlsmoe / makegirlsmoe_web

2.5k

Create Anime Characters with MakeGirlsMoe

deep-learning generative-adversarial-network anime reactjs react gan

JavaScript Updated Sep 18, 2018

shaoanlu / faceswap-GAN

2.2k

A denoising autoencoder + adversarial losses and attention mechanisms for face swapping.

face-swap generative-adversarial-network gan gans image-manipulation

Jupyter Notebook Updated Jun 27, 2019

nashory / gans-awesome-applications

2k

Curated list of awesome GAN applications and demo

generative-adversarial-network curated-list applications demonstration papers github

Updated Jan 28, 2019

paarthneekhara / text-to-image

1.9k

Text to image synthesis using thought vectors

deep-learning tensorflow generative-adversarial-network skip-thought-vectors

Python Updated Jan 30, 2018

znxlwm / pytorch-generative-model-collections

1.7k

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

Python Updated Dec 5, 2018

CSAILVision / gandissect

1.4k

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

Python Updated Jun 5, 2019

knazeri / edge-connect

1.3k

EdgeConnect: Generative Image Inpainting with Adversarial Edge Learning. https://arxiv.org/abs/1901.00212

edgeconnect image-inpainting generative-adversarial-network gans canny-edge-detection deep-learning pytorch

Python Updated May 2, 2019

albertpumarola / GANimation

1.1k

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

Python Updated Nov 10, 2018

JiahuiYu / generative_inpainting

1k

Generative Image Inpainting with Contextual Attention, CVPR 2018

deepfill image-inpainting generative-adversarial-network attention-model deep-neural-networks tensorflow

Python Updated Aug 29, 2018

HyperGAN / HyperGAN

959

Composable GAN framework with api and user interface

gan unsupervised-learning generative-adversarial-network artificial-intelligence machine-learning machine-learning-api tensorflow python online-learning computer-vision

Python Updated Jul 24, 2019

junyanz / BicycleGAN

953

Toward Multimodal Image-to-Image Translation

pytorch pix2pix gans generative-adversarial-network deep-learning

Python Updated Jul 22, 2019

RubensZimbres / Repo-2017

892

Python codes in Machine Learning, NLP, Deep Learning and Reinforcement Learning with Keras and Theano

Python Updated Apr 22, 2019

xinario / awesome-gan-for-medical-imaging

866

Awesome GAN for Medical Imaging

generative-adversarial-network medical-imaging deeplearning ct-denoising segmentation medical-image-synthesis detection reconstruction gan registration super-resolution

Updated Jul 4, 2019

vanhuyz / CycleGAN-TensorFlow

818

An implementation of CycleGan using TensorFlow

tensorflow generative-adversarial-network cyclegan gan

Python Updated Jul 11, 2019

cvondrick / videogan

616

Generating Videos with Scene Dynamics. NIPS 2016.

computer-vision video generative-adversarial-network deep-learning

Lua Updated May 3, 2018

dyelax / Adversarial_Video_Generation

595

A TensorFlow Implementation of "Deep Multi-Scale Video Prediction Beyond Mean Square Error" by Mathieu, Couprie & LeCun.

adversarial-networks gan deep-learning deep-neural-networks generative-adversarial-network video-prediction-models

Python Updated Jul 19, 2018

jayleicn / animeGAN

592

A simple PyTorch Implementation of Generative Adversarial Networks, focusing on anime face drawing.

pytorch generative-adversarial-network

Jupyter Notebook Updated Feb 18, 2018

pathak22 / context-encoder

576

[CVPR 2016] Unsupervised Feature Learning by Image Inpainting using GANs

image-inpainting context-encoders unsupervised-learning machine-learning generative-adversarial-network deep-learning computer-vision gan dcgan computer-graphics

Lua Updated Feb 17, 2018

lzhbrian / image-to-image-papers

568

🦓<->🦒 🌃<->🌆 A collection of image to image papers with code (constantly updating)

image-to-image generative-adversarial-network gan papers image-to-image-translation image-manipulation curated-list image-translation computer-vision code

Updated Jun 15, 2019

brade31919 / SRGAN-tensorflow

554

Tensorflow implementation of the SRGAN algorithm for single image super-resolution

deep-learning tensorflow super-resolution generative-adversarial-network srgan vgg19 pretrained-models cnn tf-slim

Python Updated Jan 24, 2019

hollobit / All-About-the-GAN

526

All About the GANs(Generative Adversarial Networks) - Summarized lists for GAN

Python Updated Oct 3, 2018

youyuge34 / Anime-InPainting

506

An application tool of edge-connect, which can do anime inpainting and drawing. 动漫人物图片自动修复，去马赛克，填补，去瑕疵

deep-learning neural-network gan generative-adversarial-network inpainting mosaic cv opencv python pytorch computer-vision anime

Python Updated Mar 27, 2019

generative-adversarial-network

Repositories 1,011