Search Results - RepositoryStats

Keras-GAN eriklindernoren

3.1k

9.2k

mit

276

Keras implementations of Generative Adversarial Networks.

gan keras deep-learning neural-networks generative-adversarial-networks

Created 2017-07-11

185 commits to master branch, last one 3 years ago

lama advimman

798

7.4k

apache-2.0

80

🦙 LaMa Image Inpainting, Resolution-robust Large Mask Inpainting with Fourier Convolutions, WACV 2022

cnn gan colab fourier pytorch inpainting deep-learning colab-notebook computer-vision high-resolution image-inpainting fourier-transform inpainting-methods deep-neural-networks fourier-convolutions inpainting-algorithm generative-adversarial-network generative-adversarial-networks

Created 2021-08-30

63 commits to main branch, last one 17 days ago

tensorflow-generative-model-collections hwalsuklee

865

3.9k

apache-2.0

160

Collection of generative models in Tensorflow

Created 2017-08-24

76 commits to master branch, last one 6 years ago

big-sleep lucidrains

305

2.6k

mit

46

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

deep-learning multimodality text-to-image artificial-intelligence generative-adversarial-networks

Created 2021-01-18

159 commits to main branch, last one 2 years ago

zi2zi kaonashi-tyc

471

2.5k

apache-2.0

70

Learning Chinese Character style with conditional GAN

pix2pix tensorflow deeplearning deep-learning style-transfer machine-learning chinese-characters deep-neural-networks generative-adversarial-networks

Created 2017-02-17

73 commits to master branch, last one 4 years ago

DPED aiff22

369

1.7k

unknown

68

Software and pre-trained models for automatic photo quality enhancement using Deep Convolutional Networks

gan dped deep-learning computer-vision image-processing image-enhancement convolutional-neural-networks generative-adversarial-networks

Created 2017-08-23

11 commits to master branch, last one 2 years ago

grenade HuwCampbell

85

1.4k

bsd-2-clause

61

Deep Learning in Haskell

haskell deep-learning machine-learning deep-neural-networks convolutional-neural-networks generative-adversarial-networks

Created 2016-06-23

201 commits to master branch, last one 5 months ago

torchgan torchgan

168

1.4k

mit

29

Research Framework for easy and efficient training of GANs based on Pytorch

gans python python3 pytorch deep-learning computer-vision neural-networks generative-model machine-learning generative-adversarial-networks

Created 2018-09-20

126 commits to master branch, last one 2 years ago

gansformer dorarad

146

1.3k

mit

38

Generative Adversarial Transformers

gans attention transformers compositionality image-generation scene-generation generative-adversarial-networks

Created 2021-03-01

321 commits to main branch, last one about a year ago

restyle-encoder yuval-alaluf

156

1.0k

mit

18

Official Implementation for "ReStyle: A Residual-Based StyleGAN Encoder via Iterative Refinement" (ICCV 2021) https://arxiv.org/abs/2104.02699

iccv2021 stylegan stylegan-encoder iterative-refinement generative-adversarial-networks

Created 2021-04-06

37 commits to main branch, last one about a year ago

EnlightenGAN VITA-Group

198

883

other

20

[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

gan pytorch low-light low-light-enhance unsupervised-learning generative-adversarial-networks

Created 2019-06-16

54 commits to master branch, last one about a month ago

Delving-deep-into-GANs GKalliatakis

222

852

mit

74

Generative Adversarial Networks (GANs) resources sorted by citations

gans frameworks research-paper generative-model adversarial-networks generative-adversarial-networks

This repository has been archived (exclude archived)

Created 2017-01-30

46 commits to master branch, last one 5 years ago

segan santi-pdp

281

795

mit

45

Speech Enhancement Generative Adversarial Network in TensorFlow

gan speech tensorflow deep-learning generative-model deep-neural-networks generative-adversarial-networks

Created 2017-03-07

90 commits to master branch, last one 4 years ago

Pluralistic-Inpainting lyndonzheng

144

666

unknown

18

[CVPR 2019]: Pluralistic Image Completion

inpainting multimodal image-completion generative-adversarial-networks

Created 2019-02-20

35 commits to master branch, last one about a year ago

mimicry kwotsin

63

601

mit

9

[CVPR 2020 Workshop] A PyTorch GAN library that reproduces research results for popular GANs.

gan cgan cvpr gans dcgan sngan ssgan cvpr20 python pytorch wgan-gp cvpr2020 infomax-gan reproducibility machine-learning sngan-projection generative-models generative-adversarial-networks

Created 2020-03-31

168 commits to master branch, last one about a year ago

SAM yuval-alaluf

141

598

mit

16

Official Implementation for "Only a Matter of Style: Age Transformation Using a Style-Based Regression Model" (SIGGRAPH 2021) https://arxiv.org/abs/2102.02754

aging stylegan age-transformation generative-adversarial-networks

Created 2021-02-04

30 commits to master branch, last one about a year ago

deblur-gan RaphaelMeudec

245

577

unknown

20

Keras implementation of "DeblurGAN: Blind Motion Deblurring Using Conditional Adversarial Networks"

gan keras image-deblurring generative-adversarial-networks

Created 2018-02-12

42 commits to master branch, last one 4 years ago

high-fidelity-generative-compression Justin-Tan

73

392

apache-2.0

5

Pytorch implementation of High-Fidelity Generative Image Compression + Routines for neural image compression

pytorch entropy-coding computer-vision machine-learning image-compression generative-adversarial-networks

Created 2020-07-25

209 commits to master branch, last one 2 years ago

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

33

390

unknown

22

DGMs for NLP. A roadmap.

Created 2019-04-09

191 commits to master branch, last one about a year ago

adversarial-examples-pytorch sarathknv

78

378

unknown

9

Implementation of Papers on Adversarial Examples

fgsm opencv python3 pytorch deep-learning perturbations visualization adversarial-images adversarial-attacks adversarial-defence adversarial-examples adversarial-learning adversarial-networks deep-neural-networks random-perturbations adversarial-perturbations semantic-adversarial-examples generative-adversarial-networks

Created 2018-01-27

24 commits to master branch, last one about a year ago

stylegan-v universome

35

326

unknown

19

[CVPR 2022] StyleGAN-V: A Continuous Video Generator with the Price, Image Quality and Perks of StyleGAN2

gans pytorch stylegan video-generation generative-adversarial-networks

Created 2021-12-29

7 commits to master branch, last one about a year ago

OASIS boschresearch

56

319

agpl-3.0

14

Official implementation of the paper "You Only Need Adversarial Supervision for Semantic Image Synthesis" (ICLR 2021)

gan bcai oasis pytorch iclr2021 multi-modal deep-learning computer-vision image-generation machine-learning semantic-image-synthesis image-to-image-translation label-to-image-translation generative-adversarial-networks

Created 2021-01-13

48 commits to master branch, last one about a year ago

SteganoGAN DAI-Lab

82

284

mit

19

SteganoGAN is a tool for creating steganographic images using adversarial training.

steganography generative-adversarial-networks

Created 2018-09-07

170 commits to master branch, last one 2 years ago

TBGAN barisgecer

37

244

gpl-3.0

22

Project Page of 'Synthesizing Coupled 3D Face Modalities by Trunk-Branch Generative Adversarial Networks'

gan 3dface synthetic photorealistic generative-adversarial-networks

Created 2019-09-05

66 commits to master branch, last one 2 years ago

crfill zengxianyu

43

221

other

10

CR-Fill: Generative Image Inpainting with Auxiliary Contextual Reconstruction. ICCV 2021

gan pytorch iccv2021 inpainting image-completion image-inpainting generative-adversarial-network generative-adversarial-networks

Created 2020-11-14

41 commits to master branch, last one 2 years ago

GIQA cientgu

31

212

unknown

4

Pytorch implementation of Generated Image Quality Assessment

generative-model image-quality-assessment generative-adversarial-networks

Created 2020-06-10

28 commits to master branch, last one 2 years ago

generative_adversarial_networks_101 mafda

79

201

mit

8

Keras implementations of Generative Adversarial Networks. GANs, DCGAN, CGAN, CCGAN, WGAN and LSGAN models with MNIST and CIFAR-10 datasets.

Created 2018-06-14

162 commits to master branch, last one 6 months ago

FixNoise LeeDongYeun

10

178

other

5

Official Pytorch Implementation for "Fix the Noise: Disentangling Source Feature for Controllable Domain Translation" (CVPR 2023, CVPRW 2022 Best paper)

gans stylegan stylegan2 generative-adversarial-networks

Created 2022-03-28

25 commits to main branch, last one about a year ago

Diverse-Structure-Inpainting USTC-JialunPeng

19

174

mit

8

CVPR 2021: "Generating Diverse Structure for Image Inpainting With Hierarchical VQ-VAE"

vq-vae attention inpainting multimodal tensorflow autoregressive-neural-networks generative-adversarial-networks

Created 2021-03-13

38 commits to main branch, last one 2 years ago

Repo-2018 RubensZimbres

80

172

unknown

21

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

Created 2017-12-18

1,282 commits to master branch, last one 2 years ago