gan

There are 133 repositories under gan topic.

GFPGAN
TencentARC / GFPGAN
GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration.
pytorch gan deep-learning super-resolution face-restoration image-restoration gfpgan
Language:Python 27376
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
Language:Python 19463
annotated_deep_learning_paper_implementations
labmlai / annotated_deep_learning_paper_implementations
🧑‍🏫 59 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 pytorch gan transformers reinforcement-learning optimizers neural-networks transformer machine-learning attention
Language:Jupyter Notebook 17758
hindupuravinash / the-gan-zoo
A list of all named GANs!
machine-learning gan generative-adversarial-network
Language:Python 13066
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 11594
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 10798
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 10664
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 9651
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 9412
eriklindernoren / Keras-GAN
Keras implementations of Generative Adversarial Networks.
deep-learning gan generative-adversarial-networks keras neural-networks
Language:Python 8914
datawhalechina / leedl-tutorial
《李宏毅深度学习教程》，PDF下载地址：https://github.com/datawhalechina/leedl-tutorial/releases
machine-learning deep-learning leedl-tutorial cnn reinforcement-learning transformer rnn gan pruning self-attention
Language:Jupyter Notebook 7462
MorvanZhou / PyTorch-Tutorial
Build your neural network easy and fast, 莫烦Python中文教学
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 pytorch-tutorials
Language:Jupyter Notebook 7365
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 7161
carpedm20 / DCGAN-tensorflow
A tensorflow implementation of "Deep Convolutional Generative Adversarial Networks"
tensorflow dcgan gan generative-model
Language:JavaScript 7079
wiseodd / generative-models
Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.
gan generative-model machine-learning pytorch rbm restricted-boltzmann-machine tensorflow vae
Language:Python 7034
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.
gan cyclegan pix2pix super-resolution image-generation image-editing motion-transfer photo2cartoon psgan resolution wav2lip gpen first-order-motion-model realsr edvr basicvsrplusplus stylegan2 animeganv2
Language:Python 6642
zhangqianhui / AdversarialNetsPapers
Awesome paper list with code about generative adversarial nets
adversarial-networks deep-learning gan image-translation
6438
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
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 5485
AI-For-Beginners
microsoft / AI-For-Beginners
12 Weeks, 24 Lessons, AI for All!
ai artificial-intelligence cnn computer-vision deep-learning gan machine-learning nlp rnn
Language:Jupyter Notebook 5374
t81_558_deep_learning
jeffheaton / t81_558_deep_learning
Washington University (in St. Louis) Course T81-558: Applications of Deep Neural Networks
convolutional-neural-networks deeplearning gan keras machine-learning neural-network tensorflow
Language:Jupyter Notebook 5248
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
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
bryandlee / animegan2-pytorch
PyTorch implementation of AnimeGANv2
image2image style-transfer gan
Language:Jupyter Notebook 4080
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
hwalsuklee / tensorflow-generative-model-collections
Collection of generative models in Tensorflow
acgan began cgan cvae dragan ebgan fashion-mnist gan generative-adversarial-networks generative-model generative-models improved-wgan infogan lsgan mnist tensorflow vae variational-autoencoder wgan wgan-gp
Language:Python 3840
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 3591
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 3437
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 3315
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 3229
tamarott / SinGAN
Official pytorch implementation of the paper: "SinGAN: Learning a Generative Model from a Single Natural Image"
singan gan official single-image harmonization animation single-image-animation single-image-generation image-edit arbitrery-sizes single-image-super-resolution super-resolution
Language:Python 3180
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 2930
neuralchen / SimSwap
An arbitrary face-swapping framework on images and videos with one single trained model!
deepfacelab deepfakes face faceswap gan image-manipulation pytorch swap video
Language:Python 2836
saharmor / dalle-playground
A playground to generate images from any text prompt using Stable Diffusion (past: using DALL-E Mini)
artificial artificial-intelligence dall-e dalle dalle-mini gan machine-learning openai stable-diffusion text-to-image transformers
Language:JavaScript 2597
NVlabs / MUNIT
Multimodal Unsupervised Image-to-Image Translation
gan deep-learning pix2pix image-translation munit
Language:Python 2540

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