generative-adversarial-networks

There are 32 repositories under generative-adversarial-networks topic.

eriklindernoren / Keras-GAN
Keras implementations of Generative Adversarial Networks.
deep-learning gan generative-adversarial-networks keras neural-networks
Language:Python 9134
lama
advimman / 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 7179
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 3899
lucidrains / big-sleep
A simple command line tool for text to image generation, using OpenAI's CLIP and a BigGAN. Technique was originally created by https://twitter.com/advadnoun
artificial-intelligence deep-learning generative-adversarial-networks multimodality text-to-image
Language:Python 2559
kaonashi-tyc / zi2zi
Learning Chinese Character style with conditional GAN
deeplearning generative-adversarial-networks pix2pix tensorflow machine-learning chinese-characters style-transfer deep-learning deep-neural-networks
Language:Python 2469
aiff22 / DPED
Software and pre-trained models for automatic photo quality enhancement using Deep Convolutional Networks
computer-vision convolutional-neural-networks deep-learning dped gan generative-adversarial-networks image-enhancement image-processing
Language:Python 1659
HuwCampbell / grenade
Deep Learning in Haskell
machine-learning deep-neural-networks haskell deep-learning generative-adversarial-networks convolutional-neural-networks
Language:Haskell 1438
torchgan / torchgan
Research Framework for easy and efficient training of GANs based on Pytorch
computer-vision deep-learning gans generative-adversarial-networks generative-model machine-learning neural-networks python python3 pytorch
Language:Python 1383
dorarad / gansformer
Generative Adversarial Transformers
transformers gans generative-adversarial-networks image-generation scene-generation compositionality attention
Language:Python 1308
yuval-alaluf / restyle-encoder
Official Implementation for "ReStyle: A Residual-Based StyleGAN Encoder via Iterative Refinement" (ICCV 2021) https://arxiv.org/abs/2104.02699
generative-adversarial-networks stylegan stylegan-encoder iterative-refinement iccv2021
Language:Python 1023
VITA-Group / EnlightenGAN
[IEEE TIP] "EnlightenGAN: Deep Light Enhancement without Paired Supervision" by Yifan Jiang, Xinyu Gong, Ding Liu, Yu Cheng, Chen Fang, Xiaohui Shen, Jianchao Yang, Pan Zhou, Zhangyang Wang
unsupervised-learning generative-adversarial-networks gan pytorch low-light-enhance low-light
Language:Python 867
GKalliatakis / Delving-deep-into-GANs
Generative Adversarial Networks (GANs) resources sorted by citations
adversarial-networks frameworks gans generative-adversarial-networks generative-model research-paper
852
santi-pdp / segan
Speech Enhancement Generative Adversarial Network in TensorFlow
deep-learning deep-neural-networks gan generative-adversarial-networks generative-model speech tensorflow
Language:Python 787
lyndonzheng / Pluralistic-Inpainting
[CVPR 2019]: Pluralistic Image Completion
image-completion inpainting generative-adversarial-networks multimodal
Language:Python 662
kwotsin / mimicry
[CVPR 2020 Workshop] A PyTorch GAN library that reproduces research results for popular GANs.
generative-adversarial-networks gans reproducibility pytorch generative-models machine-learning gan sngan sngan-projection wgan-gp ssgan dcgan infomax-gan cgan cvpr python cvpr2020 cvpr20
Language:Python 601
yuval-alaluf / SAM
Official Implementation for "Only a Matter of Style: Age Transformation Using a Style-Based Regression Model" (SIGGRAPH 2021) https://arxiv.org/abs/2102.02754
age-transformation aging generative-adversarial-networks stylegan
Language:Python 588
RaphaelMeudec / deblur-gan
Keras implementation of "DeblurGAN: Blind Motion Deblurring Using Conditional Adversarial Networks"
gan generative-adversarial-networks image-deblurring keras
Language:Python 574
FranxYao / Deep-Generative-Models-for-Natural-Language-Processing
DGMs for NLP. A roadmap.
generative-model generative-text text-generation generative-models latent-variable-models variational-inference variational-autoencoders generative-adversarial-networks normalizing-flows parsing approximate-inference graphical-models natural-language-processing mcmc markov-chain-monte-carlo structured-prediction gradient-estimation discrete-structures language-model decoding
389
Justin-Tan / high-fidelity-generative-compression
Pytorch implementation of High-Fidelity Generative Image Compression + Routines for neural image compression
image-compression generative-adversarial-networks entropy-coding pytorch computer-vision machine-learning
Language:Python 386
sarathknv / adversarial-examples-pytorch
Implementation of Papers on Adversarial Examples
adversarial-attacks adversarial-defence adversarial-examples adversarial-images adversarial-learning adversarial-networks adversarial-perturbations deep-learning deep-neural-networks fgsm generative-adversarial-networks opencv perturbations python3 pytorch random-perturbations semantic-adversarial-examples visualization
Language:Python 374
pytorch-GANs
gordicaleksa / pytorch-GANs
My implementation of various GAN (generative adversarial networks) architectures like vanilla GAN (Goodfellow et al.), cGAN (Mirza et al.), DCGAN (Radford et al.), etc.
gans generative-adversarial-nets generative-adversarial-networks vanilla-gan conditional-gan dc-gan pytorch python machine-learning deep-learning deep-learning-tutorial gan-tutorial
Language:Python 368
boschresearch / OASIS
Official implementation of the paper "You Only Need Adversarial Supervision for Semantic Image Synthesis" (ICLR 2021)
semantic-image-synthesis gan image-to-image-translation computer-vision multi-modal generative-adversarial-networks deep-learning pytorch image-generation label-to-image-translation oasis iclr2021 machine-learning bcai
Language:Python 315
universome / stylegan-v
[CVPR 2022] StyleGAN-V: A Continuous Video Generator with the Price, Image Quality and Perks of StyleGAN2
video-generation stylegan generative-adversarial-networks gans pytorch
Language:Python 314
xiumingzhang / GenRe-ShapeHD
Code and Data Release for GenRe (NeurIPS 2018) and ShapeHD (ECCV 2018)
3d 3d-reconstruction 3d-shapes computer-vision deep-learning generative-adversarial-networks pytorch single-image
Language:Python 288
DAI-Lab / SteganoGAN
SteganoGAN is a tool for creating steganographic images using adversarial training.
generative-adversarial-networks steganography
Language:Python 276
deepak112 / Keras-SRGAN
Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network implemented in Keras
keras keras-tensorflow srgan image-super-resolution single-image-super-resolution generative-adversarial-networks photo-realistic-super-resolution vgg-loss
Language:Python 274
ysymyth / 3D-SDN
[NeurIPS 2018] 3D-Aware Scene Manipulation via Inverse Graphics
3d-sdn pytorch deep-learning 3d-vision generative-adversarial-networks gans disentangled-representations
Language:Python 265
barisgecer / TBGAN
Project Page of 'Synthesizing Coupled 3D Face Modalities by Trunk-Branch Generative Adversarial Networks'
3dface gan generative-adversarial-networks photorealistic synthetic
Language:Python 242
simontomaskarlsson / GAN-MRI
Code repository for Frontiers article 'Generative Adversarial Networks for Image-to-Image Translation on Multi-Contrast MR Images - A Comparison of CycleGAN and UNIT'
deep-learning generative-adversarial-networks cyclegan unit image-processing neural-networks keras image-to-image-translation
Language:Python 219
zengxianyu / crfill
CR-Fill: Generative Image Inpainting with Auxiliary Contextual Reconstruction. ICCV 2021
inpainting image-inpainting gan generative-adversarial-network generative-adversarial-networks pytorch iccv2021 image-completion
Language:Python 219
cientgu / GIQA
Pytorch implementation of Generated Image Quality Assessment
generative-model image-quality-assessment generative-adversarial-networks
Language:Python 211
GordonRen / pose2pose
This is a pix2pix demo that learns from pose and translates this into a human. A webcam-enabled application is also provided that translates your pose to the trained pose. Everybody dance now !
pose2pose pix2pix gan generative-adversarial-networks face2face openpose pose-estimation alphapose densepose vid2vid
Language:Python 211
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 199
RubensZimbres / Repo-2018
Deep Learning Summer School + Tensorflow + OpenCV cascade training + YOLO + COCO + CycleGAN + AWS EC2 Setup + AWS IoT Project + AWS SageMaker + AWS API Gateway + Raspberry Pi3 Ubuntu Core
ec2-instance generative-adversarial-networks keras tensorflow opencv opencv3 opencv-library haarcascade computer-vision yolo-model cyclegan raspberry-pi-3 coco aws-iot sagemaker raspberry-pi iot ubuntucore aws-sagemaker aws-ec2
Language:Jupyter Notebook 172
USTC-JialunPeng / Diverse-Structure-Inpainting
CVPR 2021: "Generating Diverse Structure for Image Inpainting With Hierarchical VQ-VAE"
attention autoregressive-neural-networks generative-adversarial-networks inpainting multimodal tensorflow vq-vae
Language:Python 172
FixNoise
LeeDongYeun / FixNoise
Official Pytorch Implementation for "Fix the Noise: Disentangling Source Feature for Controllable Domain Translation" (CVPR 2023, CVPRW 2022 Best paper)
stylegan2 gans generative-adversarial-networks stylegan
Language:Jupyter Notebook 169

generative-adversarial-networks

eriklindernoren / Keras-GAN

advimman / lama

hwalsuklee / tensorflow-generative-model-collections

lucidrains / big-sleep

kaonashi-tyc / zi2zi

aiff22 / DPED

HuwCampbell / grenade

torchgan / torchgan

dorarad / gansformer

yuval-alaluf / restyle-encoder

VITA-Group / EnlightenGAN

GKalliatakis / Delving-deep-into-GANs

santi-pdp / segan

lyndonzheng / Pluralistic-Inpainting

kwotsin / mimicry

yuval-alaluf / SAM

RaphaelMeudec / deblur-gan

FranxYao / Deep-Generative-Models-for-Natural-Language-Processing

Justin-Tan / high-fidelity-generative-compression

sarathknv / adversarial-examples-pytorch

gordicaleksa / pytorch-GANs

boschresearch / OASIS

universome / stylegan-v

xiumingzhang / GenRe-ShapeHD

DAI-Lab / SteganoGAN

deepak112 / Keras-SRGAN

ysymyth / 3D-SDN

barisgecer / TBGAN

simontomaskarlsson / GAN-MRI

zengxianyu / crfill

cientgu / GIQA

GordonRen / pose2pose

mafda / generative_adversarial_networks_101

RubensZimbres / Repo-2018

USTC-JialunPeng / Diverse-Structure-Inpainting

LeeDongYeun / FixNoise