Official implementation of paper: TubeTK: Adopting Tubes to Track Multi-Object in a One-Step Training Model (CVPR 2020 oral)
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Collection of PyTorch Lightning implementations of Generative Adversarial Network varieties presented in research papers.
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[CVPR 2020] Local Class-Specific and Global Image-Level Generative Adversarial Networks for Semantic-Guided Scene Generation
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MSG-GAN: Multi-Scale Gradients GAN (Architecture inspired from ProGAN but doesn't use layer-wise growing)
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Adversarial Generation of Continuous Images [CVPR 2021]
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chainer implementation of pix2pix
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🖼 Create artwork from your casual sketch with GAN and style transfer
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[cvpr19] Demo, training and evaluation code for generating dense hand+object reconstructions from single rgb images
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使用GAN擦出文档印章 remove stamp by GAN
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Code for image generation of Variational Discriminator Bottleneck: Improving Imitation Learning, Inverse RL, and GANs by Constraining Information Flow
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Simple Tensorflow Implementation of "Spectral Normalization for Generative Adversarial Networks" (ICLR 2018)
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Code for Dual Contrastive Learning for Unsupervised Image-to-Image Translation, NTIRE, CVPRW 2021, oral.
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A web porting for NVlabs' StyleGAN.
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The authors' implementation of Unsupervised Adversarial Learning of 3D Human Pose from 2D Joint Locations
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virtual-adversarial-trainingby 9310gaurav
Python 127 Version:Current License: No License (No License)
Pytorch implementation of Virtual Adversarial Training
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Deep Fusion Generative Adversarial Networks for Text-to-Image Synthesis
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An Out-of-the-Box Replicate of GANimation using PyTorch, pretrained weights are available!
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point set generative adversarial nets
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Tensorflow implementation of conditional Generative Adversarial Networks (cGAN) and conditional Deep Convolutional Adversarial Networks (cDCGAN) for MANIST dataset.
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Official PyTorch implementation of GDWCT (CVPR 2019, oral)
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[cvpr19] Hands+Objects synthetic dataset, instructions to download and code to load the dataset
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Six face attributes predication from a single face image (Toy Project)
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Fully Automatic Video Colorization with Self-Regularization and Diversity: https://cqf.io/papers/Fully_Automatic_Video_Colorization_CVPR2019.pdf
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Recently, realistic image generation using deep neural networks has become a hot topic in machine learning and computer vision. Such an image can be generated at pixel level by learning from a large collection of images. Learning to generate colorful cartoon images from black-and-white sketches is not only an interesting research problem, but also a useful application in digital entertainment. In this paper, we investigate the sketch-to-image synthesis problem by using conditional generative adversarial networks (cGAN). We propose a model called auto-painter which can automatically generate compatible colors given a sketch. Wasserstein distance is used in training cGAN to overcome model collapse and enable the model converged much better. The new model is not only capable of painting hand-draw sketch with compatible colors, but also allowing users to indicate preferred colors. Experimental results on different sketch datasets show that the auto-painter performs better than other existing image-to-image methods.
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Generative_Adversarial_Networks_PyTorchby AaronYALai
Python 124 Version:Current License: No License (No License)
(PyTorch) Implementations of GAN, Improved GAN, DCGAN, LAPGAN, and InfoGAN in PyTorch
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Code base for the precision, recall, density, and coverage metrics for generative models. ICML 2020.
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Code for "Groove2Groove: One-Shot Music Style Transfer with Supervision from Synthetic Data"
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Tensorflow Implementation on "The Cramer Distance as a Solution to Biased Wasserstein Gradients" (https://arxiv.org/pdf/1705.10743.pdf)
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Perceiving 3D Human-Object Spatial Arrangements from a Single Image in the Wild
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A Unified Feature Disentangler for Multi-Domain Image Translation and Manipulation
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Official implementation of CVPR2020 paper "Learning to Dress 3D People in Generative Clothing" https://arxiv.org/abs/1907.13615
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Masking GAN - Image attribute mask generation
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[ECCV 2020] Official Pytorch implementation for "Latent Embedding Feedback and Discriminative Features for Zero-Shot Classification". SOTA results for ZSL and GZSL
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🔥3D-RecGAN in Tensorflow (ICCV Workshops 2017)
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Deep convolutional generative adversarial network (DCGAN) trained to remove Snapchat filters from selfie images
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Implementation of "Generate To Adapt: Aligning Domains using Generative Adversarial Networks"
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InverseRenderNet: Learning single image inverse rendering, CVPR 2019.
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Tensorflow code of "autoencoding beyond pixels using a learned similarity metric"
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O-GAN: Extremely Concise Approach for Auto-Encoding Generative Adversarial Networks
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Graph Diffusion Convolution, as proposed in "Diffusion Improves Graph Learning" (NeurIPS 2019)
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OpenCompoundDomainAdaptation-OCDAby zhmiao
Python 118 Version:Current License: Permissive (BSD-3-Clause)
Pytorch implementation for "Open Compound Domain Adaptation" (CVPR 2020 ORAL)
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Code for the paper "Adversarial Feature Augmentation for Unsupervised Domain Adaptation", CVPR 2018
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视频的文本摘要(标注),输入一段视频,通过深度学习网络和人工智能程序识别视频主要表达的意思(Input a video output a txt decribing the video)。
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Improving Transferability of Adversarial Examples with Input Diversity
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Voice Conversion by CycleGAN (语音克隆/语音转换):CycleGAN-VC3
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A Pytorch implementation of StyleGAN2
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TensorFlow implementation of CipherGAN
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Generate images via a Generative Adversarial Network (GAN)
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TubeTKby BoPang1996
Official implementation of paper: TubeTK: Adopting Tubes to Track Multi-Object in a One-Step Training Model (CVPR 2020 oral)
Python 132Updated: 4 y ago License: Permissive (MIT)
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pytorch-lightning-gansby nocotan
Collection of PyTorch Lightning implementations of Generative Adversarial Network varieties presented in research papers.
Python 132Updated: 2 y ago License: Permissive (MIT)
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LGGANby Ha0Tang
[CVPR 2020] Local Class-Specific and Global Image-Level Generative Adversarial Networks for Semantic-Guided Scene Generation
Python 132Updated: 2 y ago License: Proprietary (Proprietary)
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msg-gan-v1by akanimax
MSG-GAN: Multi-Scale Gradients GAN (Architecture inspired from ProGAN but doesn't use layer-wise growing)
Python 131Updated: 3 y ago License: Permissive (MIT)
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inr-ganby universome
Adversarial Generation of Continuous Images [CVPR 2021]
Python 131Updated: 3 y ago License: No License (No License)
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chainer-pix2pixby pfnet-research
chainer implementation of pix2pix
Python 130Updated: 4 y ago License: No License (No License)
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sketch-to-artby mtobeiyf
🖼 Create artwork from your casual sketch with GAN and style transfer
Python 130Updated: 3 y ago License: Permissive (MIT)
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obman_trainby hassony2
[cvpr19] Demo, training and evaluation code for generating dense hand+object reconstructions from single rgb images
Python 129Updated: 3 y ago License: Strong Copyleft (GPL-3.0)
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remove-stampby tommyMessi
使用GAN擦出文档印章 remove stamp by GAN
Python 129Updated: 2 y ago License: Permissive (MIT)
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vganby akanazawa
Code for image generation of Variational Discriminator Bottleneck: Improving Imitation Learning, Inverse RL, and GANs by Constraining Information Flow
Python 128Updated: 3 y ago License: Permissive (MIT)
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Spectral_Normalization-Tensorflowby taki0112
Simple Tensorflow Implementation of "Spectral Normalization for Generative Adversarial Networks" (ICLR 2018)
Python 128Updated: 4 y ago License: Permissive (MIT)
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DCLGANby JunlinHan
Code for Dual Contrastive Learning for Unsupervised Image-to-Image Translation, NTIRE, CVPRW 2021, oral.
Python 128Updated: 2 y ago License: Proprietary (Proprietary)
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stylegan-webby k-l-lambda
A web porting for NVlabs' StyleGAN.
Python 127Updated: 3 y ago License: No License (No License)
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3dpose_ganby DwangoMediaVillage
The authors' implementation of Unsupervised Adversarial Learning of 3D Human Pose from 2D Joint Locations
Python 127Updated: 3 y ago License: Permissive (MIT)
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virtual-adversarial-trainingby 9310gaurav
Pytorch implementation of Virtual Adversarial Training
Python 127Updated: 2 y ago License: No License (No License)
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DF-GANby tobran
Deep Fusion Generative Adversarial Networks for Text-to-Image Synthesis
Python 126Updated: 3 y ago License: No License (No License)
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ganimation_replicateby donydchen
An Out-of-the-Box Replicate of GANimation using PyTorch, pretrained weights are available!
Python 126Updated: 4 y ago License: Permissive (MIT)
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pointGANby fxia22
point set generative adversarial nets
Python 125Updated: 3 y ago License: Permissive (MIT)
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tensorflow-MNIST-cGAN-cDCGANby znxlwm
Tensorflow implementation of conditional Generative Adversarial Networks (cGAN) and conditional Deep Convolutional Adversarial Networks (cDCGAN) for MANIST dataset.
Python 125Updated: 3 y ago License: No License (No License)
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GDWCTby WonwoongCho
Official PyTorch implementation of GDWCT (CVPR 2019, oral)
Python 125Updated: 3 y ago License: No License (No License)
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obmanby hassony2
[cvpr19] Hands+Objects synthetic dataset, instructions to download and code to load the dataset
Python 125Updated: 1 y ago License: No License (No License)
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FaceAttributeby WynMew
Six face attributes predication from a single face image (Toy Project)
Python 125Updated: 4 y ago License: Proprietary (Proprietary)
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automatic-video-colorizationby ChenyangLEI
Fully Automatic Video Colorization with Self-Regularization and Diversity: https://cqf.io/papers/Fully_Automatic_Video_Colorization_CVPR2019.pdf
Python 125Updated: 3 y ago License: Permissive (MIT)
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Auto_painterby irfanICMLL
Recently, realistic image generation using deep neural networks has become a hot topic in machine learning and computer vision. Such an image can be generated at pixel level by learning from a large collection of images. Learning to generate colorful cartoon images from black-and-white sketches is not only an interesting research problem, but also a useful application in digital entertainment. In this paper, we investigate the sketch-to-image synthesis problem by using conditional generative adversarial networks (cGAN). We propose a model called auto-painter which can automatically generate compatible colors given a sketch. Wasserstein distance is used in training cGAN to overcome model collapse and enable the model converged much better. The new model is not only capable of painting hand-draw sketch with compatible colors, but also allowing users to indicate preferred colors. Experimental results on different sketch datasets show that the auto-painter performs better than other existing image-to-image methods.
Python 124Updated: 2 y ago License: No License (No License)
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Generative_Adversarial_Networks_PyTorchby AaronYALai
(PyTorch) Implementations of GAN, Improved GAN, DCGAN, LAPGAN, and InfoGAN in PyTorch
Python 124Updated: 3 y ago License: No License (No License)
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generative-evaluation-prdcby clovaai
Code base for the precision, recall, density, and coverage metrics for generative models. ICML 2020.
Python 124Updated: 3 y ago License: Permissive (MIT)
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groove2grooveby cifkao
Code for "Groove2Groove: One-Shot Music Style Transfer with Supervision from Synthetic Data"
Python 124Updated: 1 y ago License: Permissive (BSD-3-Clause)
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cramer-ganby jiamings
Tensorflow Implementation on "The Cramer Distance as a Solution to Biased Wasserstein Gradients" (https://arxiv.org/pdf/1705.10743.pdf)
Python 123Updated: 4 y ago License: No License (No License)
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phosaby facebookresearch
Perceiving 3D Human-Object Spatial Arrangements from a Single Image in the Wild
Python 123Updated: 3 y ago License: Proprietary (Proprietary)
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UFDNby Alexander-H-Liu
A Unified Feature Disentangler for Multi-Domain Image Translation and Manipulation
Python 122Updated: 3 y ago License: Permissive (MIT)
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CAPEby QianliM
Official implementation of CVPR2020 paper "Learning to Dress 3D People in Generative Clothing" https://arxiv.org/abs/1907.13615
Python 122Updated: 4 y ago License: Proprietary (Proprietary)
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mganby tgeorgy
Masking GAN - Image attribute mask generation
Python 122Updated: 3 y ago License: Permissive (MIT)
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tfvaeganby akshitac8
[ECCV 2020] Official Pytorch implementation for "Latent Embedding Feedback and Discriminative Features for Zero-Shot Classification". SOTA results for ZSL and GZSL
Python 122Updated: 1 y ago License: Permissive (MIT)
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3D-RecGANby Yang7879
🔥3D-RecGAN in Tensorflow (ICCV Workshops 2017)
Python 121Updated: 4 y ago License: Permissive (MIT)
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ml-desnapifyby ipsingh06
Deep convolutional generative adversarial network (DCGAN) trained to remove Snapchat filters from selfie images
Python 121Updated: 3 y ago License: Proprietary (Proprietary)
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Generate_To_Adaptby yogeshbalaji
Implementation of "Generate To Adapt: Aligning Domains using Generative Adversarial Networks"
Python 121Updated: 4 y ago License: No License (No License)
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InverseRenderNetby YeeU
InverseRenderNet: Learning single image inverse rendering, CVPR 2019.
Python 120Updated: 3 y ago License: Permissive (Apache-2.0)
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vae-gan-tensorflowby zhangqianhui
Tensorflow code of "autoencoding beyond pixels using a learned similarity metric"
Python 119Updated: 4 y ago License: No License (No License)
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o-ganby bojone
O-GAN: Extremely Concise Approach for Auto-Encoding Generative Adversarial Networks
Python 119Updated: 4 y ago License: No License (No License)
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WDGRLby RockySJ
Python 119Updated: 2 y ago License: No License (No License)
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gdcby klicperajo
Graph Diffusion Convolution, as proposed in "Diffusion Improves Graph Learning" (NeurIPS 2019)
Python 118Updated: 4 y ago License: Permissive (MIT)
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OpenCompoundDomainAdaptation-OCDAby zhmiao
Pytorch implementation for "Open Compound Domain Adaptation" (CVPR 2020 ORAL)
Python 118Updated: 4 y ago License: Permissive (BSD-3-Clause)
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adversarial-feature-augmentationby ricvolpi
Code for the paper "Adversarial Feature Augmentation for Unsupervised Domain Adaptation", CVPR 2018
Python 118Updated: 4 y ago License: Permissive (MIT)
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VideoCaptionby CaptainEven
视频的文本摘要(标注),输入一段视频,通过深度学习网络和人工智能程序识别视频主要表达的意思(Input a video output a txt decribing the video)。
Python 118Updated: 3 y ago License: No License (No License)
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DI-2-FGSMby cihangxie
Improving Transferability of Adversarial Examples with Input Diversity
Python 118Updated: 3 y ago License: Permissive (MIT)
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GRANby jiwoongim
Python 118Updated: 4 y ago License: No License (No License)
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CycleGAN-VC3by jackaduma
Voice Conversion by CycleGAN (语音克隆/语音转换):CycleGAN-VC3
Python 118Updated: 2 y ago License: Permissive (MIT)
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stylegan2_pytorchby adriansahlman
A Pytorch implementation of StyleGAN2
Python 118Updated: 3 y ago License: Permissive (MIT)
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CipherGANby for-ai
TensorFlow implementation of CipherGAN
Python 117Updated: 3 y ago License: Permissive (MIT)
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GANby jhayes14
Generate images via a Generative Adversarial Network (GAN)
Python 117Updated: 4 y ago License: No License (No License)
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