train stylegan through transfer learning
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[ICCV 2019, Oral] Controllable Artistic Text Style Transfer via Shape-Matching GAN
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GAN Playground - Experiment with Generative Adversarial Nets in your browser. An introduction to GANs.
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iSeeBetter: Spatio-Temporal Video Super Resolution using Recurrent-Generative Back-Projection Networks | Python3 | PyTorch | GANs | CNNs | ResNets | RNNs | Published in Springer Journal of Computational Visual Media, September 2020, Tsinghua University Press
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Train CPPNs as a Generative Model, using Generative Adversarial Networks and Variational Autoencoder techniques to produce high resolution images.
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code released for our ICML 2020 paper "Do We Really Need to Access the Source Data? Source Hypothesis Transfer for Unsupervised Domain Adaptation"
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coursera-gan-specializationby amanchadha
Jupyter Notebook 
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Programming assignments and quizzes from all courses within the GANs specialization offered by deeplearning.ai
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awesome-generative-deep-artby filipecalegario
Jupyter Notebook 329 Version:Current License: Permissive (CC0-1.0)
A curated list of generative deep learning tools, works, models, etc. for artistic uses
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[CVPR 2021] Pytorch implementation for TediGAN: Text-Guided Diverse Face Image Generation and Manipulation
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Speech Enhancement Generative Adversarial Network in PyTorch
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A simple and complete implementation of super-resolution paper.
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Simple Implementation of many GAN models with PyTorch.
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Efficient implementation of Generative Stochastic Networks
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CoCosNet v2: Full-Resolution Correspondence Learning for Image Translation
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pytorch-lesson-zhby LianHaiMiao
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A PyTorch implementation for StyleGAN with full features.
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Code used for texture synthesis using GAN
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Simple Tensorflow implementation of "Semantic Image Synthesis with Spatially-Adaptive Normalization" a.k.a. GauGAN, SPADE (CVPR 2019 Oral)
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Pytorch implementation of Generative Adversarial Text-to-Image Synthesis paper
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ST-GAN: Spatial Transformer Generative Adversarial Networks for Image Compositing :eyeglasses: (CVPR 2018)
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A modern PyTorch implementation of SRGAN
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pytorch-MNIST-CelebA-cGAN-cDCGANby znxlwm
Python 300 Version:Current License: No License (No License)
License: No License (No License)Pytorch implementation of conditional Generative Adversarial Networks (cGAN) and conditional Deep Convolutional Generative Adversarial Networks (cDCGAN) for MNIST dataset
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The source code of CVPR17 'Generative Face Completion'.
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Generative Adversarial Networks and Autoencoders for 3D Shapes
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Simple Tensorflow implementation of "Multimodal Unsupervised Image-to-Image Translation" (ECCV 2018)
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Official implementation of the paper "You Only Need Adversarial Supervision for Semantic Image Synthesis" (ICLR 2021)
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Using GANs to create Art
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The Simplest DCGAN Implementation
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ICASSP 2022: "Text2Video: text-driven talking-head video synthesis with phonetic dictionary".
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A tensorflow implementation of GAN ( exactly InfoGAN or Info GAN ) to one dimensional ( 1D ) time series data.
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Stochastic Adversarial Video Prediction
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PyTorch Implementation of InfoGAN
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[CVPR 2020] Image Processing Using Multi-Code GAN Prior
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[MM'18] Beyond Narrative Description: Generating Poetry from Images by Multi-Adversarial Training
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Lipstick ain't enough: Beyond Color-Matching for In-the-Wild Makeup Transfer (CVPR 2021)
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Unrolled Generative Adversarial Networks
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Image Inpainting via Generative Multi-column Convolutional Neural Networks, NeurIPS2018
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HoloGAN
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PyTorch Implement of Context Encoders: Feature Learning by Inpainting
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Python 278 Version:Current License: No License (No License)
License: No License (No License)An implementation of SRGAN model in Keras
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StyleSpace Analysis: Disentangled Controls for StyleGAN Image Generation
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Deep-Exemplar-based-Video-Colorizationby zhangmozhe
Python 277 Version:Current License: Permissive (MIT)
The source code of CVPR 2019 paper "Deep Exemplar-based Video Colorization".
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Code for ICLR2020 paper 'Real or Not Real, that is the Question'
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FineGAN: Unsupervised Hierarchical Disentanglement for Fine-grained Object Generation and Discovery
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Semantically Multi-modal Image Synthesis(CVPR 2020)
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Pruning Neural Networks with Taylor criterion in Pytorch
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Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network implemented in Keras
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MichiGAN: Multi-Input-Conditioned Hair Image Generation for Portrait Editing (SIGGRAPH 2020)
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stylegan-artby ak9250
train stylegan through transfer learning
Python 342Updated: 4 y ago License: Proprietary (Proprietary)
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Publicationsby REhints
Conference slides and White-papers
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CycleGAN-Tensorflow-2by LynnHo
Python 338Updated: 4 y ago License: Permissive (MIT)
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ShapeMatchingGANby VITA-Group
[ICCV 2019, Oral] Controllable Artistic Text Style Transfer via Shape-Matching GAN
Jupyter Notebook 338Updated: 3 y ago License: Permissive (MIT)
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gan-playgroundby reiinakano
GAN Playground - Experiment with Generative Adversarial Nets in your browser. An introduction to GANs.
TypeScript 337Updated: 3 y ago License: Permissive (MIT)
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iSeeBetterby amanchadha
iSeeBetter: Spatio-Temporal Video Super Resolution using Recurrent-Generative Back-Projection Networks | Python3 | PyTorch | GANs | CNNs | ResNets | RNNs | Published in Springer Journal of Computational Visual Media, September 2020, Tsinghua University Press
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cppn-gan-vae-tensorflowby hardmaru
Train CPPNs as a Generative Model, using Generative Adversarial Networks and Variational Autoencoder techniques to produce high resolution images.
Python 336Updated: 4 y ago License: No License (No License)
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SHOTby tim-learn
code released for our ICML 2020 paper "Do We Really Need to Access the Source Data? Source Hypothesis Transfer for Unsupervised Domain Adaptation"
Python 335Updated: 2 y ago License: Permissive (MIT)
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coursera-gan-specializationby amanchadha
Programming assignments and quizzes from all courses within the GANs specialization offered by deeplearning.ai
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awesome-generative-deep-artby filipecalegario
A curated list of generative deep learning tools, works, models, etc. for artistic uses
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TediGANby IIGROUP
[CVPR 2021] Pytorch implementation for TediGAN: Text-Guided Diverse Face Image Generation and Manipulation
Python 328Updated: 2 y ago License: Permissive (MIT)
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segan_pytorchby santi-pdp
Speech Enhancement Generative Adversarial Network in PyTorch
Python 327Updated: 1 y ago License: Permissive (MIT)
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SRGAN-PyTorchby Lornatang
A simple and complete implementation of super-resolution paper.
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GAN-Tutorialby Yangyangii
Simple Implementation of many GAN models with PyTorch.
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GSNby yaoli
Efficient implementation of Generative Stochastic Networks
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CoCosNet-v2by microsoft
CoCosNet v2: Full-Resolution Correspondence Learning for Image Translation
Python 321Updated: 1 y ago License: Permissive (MIT)
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pytorch-lesson-zhby LianHaiMiao
pytorch 包教不包会
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StyleGAN.pytorchby huangzh13
A PyTorch implementation for StyleGAN with full features.
Python 314Updated: 2 y ago License: Proprietary (Proprietary)
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non-stationary_texture_synby jessemelpolio
Code used for texture synthesis using GAN
Python 314Updated: 3 y ago License: Permissive (MIT)
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SPADE-Tensorflowby taki0112
Simple Tensorflow implementation of "Semantic Image Synthesis with Spatially-Adaptive Normalization" a.k.a. GauGAN, SPADE (CVPR 2019 Oral)
Python 311Updated: 4 y ago License: Permissive (MIT)
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Text-to-Image-Synthesisby aelnouby
Pytorch implementation of Generative Adversarial Text-to-Image Synthesis paper
Python 304Updated: 3 y ago License: Strong Copyleft (GPL-3.0)
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spatial-transformer-GANby chenhsuanlin
ST-GAN: Spatial Transformer Generative Adversarial Networks for Image Compositing :eyeglasses: (CVPR 2018)
Python 303Updated: 4 y ago License: Permissive (MIT)
303Updated: 4 y ago License: Permissive (MIT)Support
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PyTorch-SRGANby aitorzip
A modern PyTorch implementation of SRGAN
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pytorch-MNIST-CelebA-cGAN-cDCGANby znxlwm
Pytorch implementation of conditional Generative Adversarial Networks (cGAN) and conditional Deep Convolutional Generative Adversarial Networks (cDCGAN) for MNIST dataset
Python 300Updated: 3 y ago License: No License (No License)
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GenerativeFaceCompletionby Yijunmaverick
The source code of CVPR17 'Generative Face Completion'.
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shapeganby marian42
Generative Adversarial Networks and Autoencoders for 3D Shapes
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MUNIT-Tensorflowby taki0112
Simple Tensorflow implementation of "Multimodal Unsupervised Image-to-Image Translation" (ECCV 2018)
Python 293Updated: 3 y ago License: Permissive (MIT)
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OASISby boschresearch
Official implementation of the paper "You Only Need Adversarial Supervision for Semantic Image Synthesis" (ICLR 2021)
Python 292Updated: 1 y ago License: Strong Copyleft (AGPL-3.0)
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GANGoghby rkjones4
Using GANs to create Art
Python 290Updated: 3 y ago License: No License (No License)
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dcganby tensorlayer
The Simplest DCGAN Implementation
Python 290Updated: 3 y ago License: No License (No License)
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Text2Videoby sibozhang
ICASSP 2022: "Text2Video: text-driven talking-head video synthesis with phonetic dictionary".
Python 287Updated: 2 y ago License: No License (No License)
287Updated: 2 y ago License: No License (No License)Support
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timeseries_ganby buriburisuri
A tensorflow implementation of GAN ( exactly InfoGAN or Info GAN ) to one dimensional ( 1D ) time series data.
Python 286Updated: 1 y ago License: Permissive (MIT)
286Updated: 1 y ago License: Permissive (MIT)Support
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video_predictionby alexlee-gk
Stochastic Adversarial Video Prediction
Python 286Updated: 2 y ago License: Permissive (MIT)
286Updated: 2 y ago License: Permissive (MIT)Support
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InfoGAN-PyTorchby Natsu6767
PyTorch Implementation of InfoGAN
Python 285Updated: 2 y ago License: No License (No License)
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mganpriorby genforce
[CVPR 2020] Image Processing Using Multi-Code GAN Prior
Python 282Updated: 2 y ago License: No License (No License)
282Updated: 2 y ago License: No License (No License)Support
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img2poemby researchmm
[MM'18] Beyond Narrative Description: Generating Poetry from Images by Multi-Adversarial Training
Python 281Updated: 2 y ago License: No License (No License)
281Updated: 2 y ago License: No License (No License)Support
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CPMby VinAIResearch
Lipstick ain't enough: Beyond Color-Matching for In-the-Wild Makeup Transfer (CVPR 2021)
Python 281Updated: 2 y ago License: Permissive (Apache-2.0)
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unrolled_ganby poolio
Unrolled Generative Adversarial Networks
Jupyter Notebook 281Updated: 3 y ago License: Permissive (MIT)
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inpainting_gmcnnby shepnerd
Image Inpainting via Generative Multi-column Convolutional Neural Networks, NeurIPS2018
Python 278Updated: 3 y ago License: Permissive (MIT)
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context_encoder_pytorchby BoyuanJiang
PyTorch Implement of Context Encoders: Feature Learning by Inpainting
Python 278Updated: 3 y ago License: Permissive (MIT)
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Super-Resolution-using-Generative-Adversarial-Networksby titu1994
An implementation of SRGAN model in Keras
Python 278Updated: 4 y ago License: No License (No License)
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StyleSpaceby betterze
StyleSpace Analysis: Disentangled Controls for StyleGAN Image Generation
Jupyter Notebook 278Updated: 2 y ago License: No License (No License)
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Deep-Exemplar-based-Video-Colorizationby zhangmozhe
The source code of CVPR 2019 paper "Deep Exemplar-based Video Colorization".
Python 277Updated: 2 y ago License: Permissive (MIT)
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RealnessGANby kam1107
Code for ICLR2020 paper 'Real or Not Real, that is the Question'
Python 274Updated: 3 y ago License: Proprietary (Proprietary)
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fineganby kkanshul
FineGAN: Unsupervised Hierarchical Disentanglement for Fine-grained Object Generation and Discovery
Python 274Updated: 2 y ago License: Permissive (BSD-2-Clause)
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SMISby Seanseattle
Semantically Multi-modal Image Synthesis(CVPR 2020)
Python 273Updated: 3 y ago License: Proprietary (Proprietary)
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Taylor_pruningby NVlabs
Pruning Neural Networks with Taylor criterion in Pytorch
Python 269Updated: 2 y ago License: Proprietary (Proprietary)
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Keras-SRGANby deepak112
Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network implemented in Keras
Python 268Updated: 2 y ago License: No License (No License)
268Updated: 2 y ago License: No License (No License)Support
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MichiGANby tzt101
MichiGAN: Multi-Input-Conditioned Hair Image Generation for Portrait Editing (SIGGRAPH 2020)
Python 268Updated: 2 y ago License: Permissive (MIT)
268Updated: 2 y ago License: Permissive (MIT)Support
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