gan

There are 108 repositories under gan topic.

GFPGAN
TencentARC / GFPGAN
GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration.
deep-learning face-restoration gan gfpgan image-restoration pytorch super-resolution
Language:Python 19293
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 17597
hindupuravinash / the-gan-zoo
A list of all named GANs!
gan generative-adversarial-network machine-learning
Language:Python 12157
junyanz / CycleGAN
Software that can generate photos from paintings, turn horses into zebras, perform style transfer, and more.
computer-graphics computer-vision cyclegan deep-learning gan gans generative-adversarial-network image-generation image-manipulation pix2pix torch
Language:Lua 11199
chenyuntc / pytorch-book
PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation (《深度学习框架PyTorch：入门与实战》)
pytorch pytorch-tutorials pytorch-tutorials-cn deep-learning neural-style charrnn gan caption neuraltalk image-classification visdom tensorboard nn tensor autograd jupyter-notebook
Language:Jupyter Notebook 10030
zalandoresearch / fashion-mnist
A MNIST-like fashion product database. Benchmark :point_down:
mnist deep-learning benchmark machine-learning dataset computer-vision fashion fashion-mnist gan zalando convolutional-neural-networks
Language:Python 10022
phillipi / pix2pix
Image-to-image translation with conditional adversarial nets
computer-graphics computer-vision dcgan deep-learning gan generative-adversarial-network image-generation image-manipulation image-to-image-translation pix2pix
Language:Lua 8980
annotated_deep_learning_paper_implementations
labmlai / annotated_deep_learning_paper_implementations
🧑‍🏫 50! Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
deep-learning deep-learning-tutorial gan machine-learning neural-networks optimizers pytorch reinforcement-learning transformer transformers
Language:Jupyter Notebook 8931
eriklindernoren / Keras-GAN
Keras implementations of Generative Adversarial Networks.
deep-learning gan generative-adversarial-networks keras neural-networks
Language:Python 8657
Mikoto10032 / DeepLearning
深度学习入门教程, 优秀文章, Deep Learning Tutorial
deeplearning cnn rnn gan machine-learning tensorflow mxnet deep-learning machinelearning pytorch gcn kaggle
Language:Jupyter Notebook 7670
carpedm20 / DCGAN-tensorflow
A tensorflow implementation of "Deep Convolutional Generative Adversarial Networks"
tensorflow dcgan gan generative-model
Language:JavaScript 7020
TensorLayer
tensorlayer / TensorLayer
Deep Learning and Reinforcement Learning Library for Scientists and Engineers
tensorlayer deep-learning tensorflow neural-network reinforcement-learning artificial-intelligence gan a3c tensorflow-tutorials dqn object-detection chatbot python tensorflow-tutorial imagenet google
Language:Python 7008
wiseodd / generative-models
Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.
vae gan pytorch tensorflow generative-model machine-learning rbm restricted-boltzmann-machine
Language:Python 6842
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 6787
zhangqianhui / AdversarialNetsPapers
Awesome paper list with code about generative adversarial nets
adversarial-networks gan image-translation deep-learning
6320
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 5763
PaddlePaddle / PaddleGAN
PaddlePaddle GAN library, including lots of interesting applications like First-Order motion transfer, Wav2Lip, picture repair, image editing, photo2cartoon, image style transfer, GPEN, and so on.
animeganv2 basicvsrplusplus cyclegan edvr first-order-motion-model gan gpen image-editing image-generation motion-transfer photo2cartoon pix2pix psgan realsr resolution stylegan2 super-resolution wav2lip
Language:Python 5726
gluon-cv
dmlc / gluon-cv
Gluon CV Toolkit
deep-learning computer-vision neural-network gluon mxnet machine-learning image-classification object-detection semantic-segmentation gan person-reid action-recognition pose-estimation
Language:Python 5194
t81_558_deep_learning
jeffheaton / t81_558_deep_learning
Washington University (in St. Louis) Course T81-558: Applications of Deep Neural Networks
neural-network machine-learning tensorflow keras deeplearning gan convolutional-neural-networks
Language:Jupyter Notebook 4500
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 4191
junyanz / iGAN
Interactive Image Generation via Generative Adversarial Networks
computer-graphics computer-vision dcgan deep-learning gan generative-adversarial-network image-manipulation pix2pix
Language:Python 3877
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 3809
lama
saic-mdal / lama
🦙 LaMa Image Inpainting, Resolution-robust Large Mask Inpainting with Fourier Convolutions, WACV 2022
cnn colab colab-notebook computer-vision deep-learning deep-neural-networks fourier fourier-convolutions fourier-transform gan generative-adversarial-network generative-adversarial-networks high-resolution image-inpainting inpainting inpainting-algorithm inpainting-methods pytorch
Language:Jupyter Notebook 3718
bryandlee / animegan2-pytorch
PyTorch implementation of AnimeGANv2
gan image2image style-transfer
Language:Jupyter Notebook 3472
NELSONZHAO / zhihu
This repo contains the source code in my personal column (https://zhuanlan.zhihu.com/zhaoyeyu), implemented using Python 3.6. Including Natural Language Processing and Computer Vision projects, such as text generation, machine translation, deep convolution GAN and other actual combat code.
autoencoder convolutional-neural-networks deep-learning gan machine-translation natural-language-processing recurrent-neural-networks style-transfer tensorflow-examples
Language:Jupyter Notebook 3364
podgorskiy / ALAE
[CVPR2020] Adversarial Latent Autoencoders
alae autoencoder celeba celeba-hq computer-vision cvpr2020 deep-learning face-generation ffhq gan generative-adversarial-network generative-model machine-learning neural-network paper paper-implementations python pytorch pytorch-implementation stylegan
Language:Python 3277
makegirlsmoe / makegirlsmoe_web
Create Anime Characters with MakeGirlsMoe
deep-learning generative-adversarial-network anime reactjs react gan
Language:JavaScript 3224
minivision-ai / photo2cartoon
人像卡通化探索项目 (photo-to-cartoon translation project)
avatar-generator cartoon computer-vision deep-learning gan
Language:Python 3193
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 3146
tamarott / SinGAN
Official pytorch implementation of the paper: "SinGAN: Learning a Generative Model from a Single Natural Image"
animation arbitrery-sizes gan harmonization image-edit official singan single-image single-image-animation single-image-generation single-image-super-resolution super-resolution
Language:Python 3076
tensorlayer / srgan
Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network
tensorlayer tensorflow super-resolution gan cnn srgan vgg16 vgg19 vgg
Language:Python 2735
NVlabs / MUNIT
Multimodal Unsupervised Image-to-Image Translation
gan deep-learning pix2pix image-translation munit
Language:Python 2459
aleju / papers
Summaries of machine learning papers
machine-learning deep-learning paper summary computer-vision nlp gan deep-reinforcement-learning
2407
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 2353
YadiraF / GAN
Resources and Implementations of Generative Adversarial Nets: GAN, DCGAN, WGAN, CGAN, InfoGAN
adversarial-nets dcgan gan infogan wasserstein-gan
Language:Python 2271
KupynOrest / DeblurGAN
Image Deblurring using Generative Adversarial Networks
blurry-images computer-vision convolutional-networks convolutional-neural-networks deblurring deep-learning gan image-manipulation image-processing image-to-image-translation neural-network paper pix2pix pytorch
Language:Python 2128

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