:fire: PI-REC: Progressive Image Reconstruction Network With Edge and Color Domain. :fire: 图像翻译，条件GAN，AI绘画
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Resources and Implementations of Generative Adversarial Nets: GAN, DCGAN, WGAN, CGAN, InfoGAN
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Use supervised learning to illuminate the latent space of GAN for controlled generation and edit
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Unsupervised Image-to-Image Translation
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contrastive-unpaired-translationby taesungp
Python 
1894 Version:Current License: Proprietary (Proprietary)
Contrastive unpaired image-to-image translation, faster and lighter training than cyclegan (ECCV 2020, in PyTorch)
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GANimation: Anatomically-aware Facial Animation from a Single Image (ECCV'18 Oral) [PyTorch]
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Compare GAN code.
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Pytorch-based tools for visualizing and understanding the neurons of a GAN. https://gandissect.csail.mit.edu/
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StyleGAN2 with adaptive discriminator augmentation (ADA) - Official TensorFlow implementation
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Discovering Interpretable GAN Controls [NeurIPS 2020]
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PyTorch implementation of our ICCV 2019 paper: Liquid Warping GAN: A Unified Framework for Human Motion Imitation, Appearance Transfer and Novel View Synthesis
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Translate images to unseen domains in the test time with few example images.
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Implementation of 'lightweight' GAN, proposed in ICLR 2021, in Pytorch. High resolution image generations that can be trained within a day or two
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DeepNude source code，without watermark，with demo and model download link，one command to run offline，GAN/Pytorch/pix2pix/pic2pic
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MMGeneration is a powerful toolkit for generative models, based on PyTorch and MMCV.
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Python 1481 Version:Current License: Permissive (Apache-2.0)
A very simple generative adversarial network (GAN) in PyTorch
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wgan, wgan2(improved, gp), infogan, and dcgan implementation in lasagne, keras, pytorch
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Toward Multimodal Image-to-Image Translation
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A pytorch implementation of Paper "Improved Training of Wasserstein GANs"
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[CVPR 2020] Interpreting the Latent Space of GANs for Semantic Face Editing
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Research Framework for easy and efficient training of GANs based on Pytorch
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GAN Lab: An Interactive, Visual Experimentation Tool for Generative Adversarial Networks
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Image Completion with Deep Learning in TensorFlow
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HiFi-GAN: Generative Adversarial Networks for Efficient and High Fidelity Speech Synthesis
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[NeurIPS 2020] Differentiable Augmentation for Data-Efficient GAN Training
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An implementation of CycleGan using TensorFlow
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This repository contains the code for the CVPR 2021 paper "GIRAFFE: Representing Scenes as Compositional Generative Neural Feature Fields"
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Official PyTorch repo for GAN's N' Roses. Diverse im2im and vid2vid selfie to anime translation.
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learn code with tensorflow
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Official Pytorch implementation of CutMix regularizer
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GANs with spectral normalization and projection discriminator
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Measures and metrics for image2image tasks. PyTorch.
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Implementation A Style-Based Generator Architecture for Generative Adversarial Networks in PyTorch
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score_sde_pytorchby yang-song
Jupyter Notebook 1027 Version:Current License: Permissive (Apache-2.0)
PyTorch implementation for Score-Based Generative Modeling through Stochastic Differential Equations (ICLR 2021, Oral)
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[CVPR 2020] GAN Compression: Efficient Architectures for Interactive Conditional GANs
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A clean and readable Pytorch implementation of CycleGAN
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Code for reproducing key results in the paper "InfoGAN: Interpretable Representation Learning by Information Maximizing Generative Adversarial Nets"
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Synthetic data generators for tabular and time-series data
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Official Implementation for "ReStyle: A Residual-Based StyleGAN Encoder via Iterative Refinement" (ICCV 2021) https://arxiv.org/abs/2104.02699
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Official code for Score-Based Generative Modeling through Stochastic Differential Equations (ICLR 2021, Oral)
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🦋A PyTorch implementation of BigGAN with pretrained weights and conversion scripts.
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A PyTorch implementation of SRGAN based on CVPR 2017 paper "Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network"
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Keras implementation of Deep Convolutional Generative Adversarial Networks
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[CVPR 2021] Closed-Form Factorization of Latent Semantics in GANs
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TensorFlow implementation of "Image-to-Image Translation Using Conditional Adversarial Networks".
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Tensorflow implementation of "BEGAN: Boundary Equilibrium Generative Adversarial Networks"
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Chainer implementation of Deep Convolutional Generative Adversarial Network
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PI-RECby youyuge34
:fire: PI-REC: Progressive Image Reconstruction Network With Edge and Color Domain. :fire: 图像翻译，条件GAN，AI绘画
Python 1977Updated: 1 y ago License: Proprietary (Proprietary)
1977Updated: 1 y ago License: Proprietary (Proprietary)Support
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G
GANby YadiraF
Resources and Implementations of Generative Adversarial Nets: GAN, DCGAN, WGAN, CGAN, InfoGAN
Python 1956Updated: 3 y ago
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1956Updated: 3 y ago License: No License (No License)Support
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transparent_latent_ganby SummitKwan
Use supervised learning to illuminate the latent space of GAN for controlled generation and edit
Python 1918Updated: 3 y ago License: Permissive (MIT)
1918Updated: 3 y ago License: Permissive (MIT)Support
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UNITby mingyuliutw
Unsupervised Image-to-Image Translation
Python 1899Updated: 2 y ago License: Proprietary (Proprietary)
1899Updated: 2 y ago License: Proprietary (Proprietary)Support
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contrastive-unpaired-translationby taesungp
Contrastive unpaired image-to-image translation, faster and lighter training than cyclegan (ECCV 2020, in PyTorch)
Python 1894Updated: 1 y ago License: Proprietary (Proprietary)
1894Updated: 1 y ago License: Proprietary (Proprietary)Support
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GANimationby albertpumarola
GANimation: Anatomically-aware Facial Animation from a Single Image (ECCV'18 Oral) [PyTorch]
Python 1825Updated: 2 y ago License: Strong Copyleft (GPL-3.0)
1825Updated: 2 y ago License: Strong Copyleft (GPL-3.0)Support
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StackGANby hanzhanggit
Python 1815Updated: 2 y ago License: Permissive (MIT)
1815Updated: 2 y ago License: Permissive (MIT)Support
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c
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gandissectby CSAILVision
Pytorch-based tools for visualizing and understanding the neurons of a GAN. https://gandissect.csail.mit.edu/
Python 1743Updated: 2 y ago License: Permissive (MIT)
1743Updated: 2 y ago License: Permissive (MIT)Support
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stylegan2-adaby NVlabs
StyleGAN2 with adaptive discriminator augmentation (ADA) - Official TensorFlow implementation
Python 1728Updated: 1 y ago License: Proprietary (Proprietary)
1728Updated: 1 y ago License: Proprietary (Proprietary)Support
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ganspaceby harskish
Discovering Interpretable GAN Controls [NeurIPS 2020]
Jupyter Notebook 1700Updated: 2 y ago License: Permissive (Apache-2.0)
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impersonatorby svip-lab
PyTorch implementation of our ICCV 2019 paper: Liquid Warping GAN: A Unified Framework for Human Motion Imitation, Appearance Transfer and Novel View Synthesis
Python 1694Updated: 1 y ago License: Proprietary (Proprietary)
1694Updated: 1 y ago License: Proprietary (Proprietary)Support
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FUNITby NVlabs
Translate images to unseen domains in the test time with few example images.
Python 1534Updated: 2 y ago License: Proprietary (Proprietary)
1534Updated: 2 y ago License: Proprietary (Proprietary)Support
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lightweight-ganby lucidrains
Implementation of 'lightweight' GAN, proposed in ICLR 2021, in Pytorch. High resolution image generations that can be trained within a day or two
Python 1524Updated: 2 y ago License: Permissive (MIT)
1524Updated: 2 y ago License: Permissive (MIT)Support
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DeepNude_NoWatermark_withModelby zhengyima
DeepNude source code，without watermark，with demo and model download link，one command to run offline，GAN/Pytorch/pix2pix/pic2pic
Python 1499Updated: 1 y ago License: Permissive (MIT)
1499Updated: 1 y ago License: Permissive (MIT)Support
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mmgenerationby open-mmlab
MMGeneration is a powerful toolkit for generative models, based on PyTorch and MMCV.
Python 1498Updated: 1 y ago License: Permissive (Apache-2.0)
1498Updated: 1 y ago License: Permissive (Apache-2.0)Support
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pytorch-generative-adversarial-networksby devnag
A very simple generative adversarial network (GAN) in PyTorch
Python 1481Updated: 1 y ago License: Permissive (Apache-2.0)
1481Updated: 1 y ago License: Permissive (Apache-2.0)Support
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GANotebooksby tjwei
wgan, wgan2(improved, gp), infogan, and dcgan implementation in lasagne, keras, pytorch
Jupyter Notebook 1481Updated: 2 y ago License: Permissive (MIT)
1481Updated: 2 y ago License: Permissive (MIT)Support
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BicycleGANby junyanz
Toward Multimodal Image-to-Image Translation
Python 1393Updated: 2 y ago License: Proprietary (Proprietary)
1393Updated: 2 y ago License: Proprietary (Proprietary)Support
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wgan-gpby caogang
A pytorch implementation of Paper "Improved Training of Wasserstein GANs"
Python 1389Updated: 2 y ago License: Permissive (MIT)
1389Updated: 2 y ago License: Permissive (MIT)Support
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interfaceganby genforce
[CVPR 2020] Interpreting the Latent Space of GANs for Semantic Face Editing
Python 1364Updated: 1 y ago License: Permissive (MIT)
1364Updated: 1 y ago License: Permissive (MIT)Support
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torchganby torchgan
Research Framework for easy and efficient training of GANs based on Pytorch
Python 1350Updated: 2 y ago License: Permissive (MIT)
1350Updated: 2 y ago License: Permissive (MIT)Support
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ganlabby poloclub
GAN Lab: An Interactive, Visual Experimentation Tool for Generative Adversarial Networks
JavaScript 1318Updated: 1 y ago License: Permissive (Apache-2.0)
1318Updated: 1 y ago License: Permissive (Apache-2.0)Support
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dcgan-completion.tensorflowby bamos
Image Completion with Deep Learning in TensorFlow
Python 1296Updated: 2 y ago License: Proprietary (Proprietary)
1296Updated: 2 y ago License: Proprietary (Proprietary)Support
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hifi-ganby jik876
HiFi-GAN: Generative Adversarial Networks for Efficient and High Fidelity Speech Synthesis
Python 1266Updated: 2 y ago License: Permissive (MIT)
1266Updated: 2 y ago License: Permissive (MIT)Support
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AttnGANby taoxugit
Python 1260Updated: 2 y ago License: Permissive (MIT)
1260Updated: 2 y ago License: Permissive (MIT)Support
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data-efficient-gansby mit-han-lab
[NeurIPS 2020] Differentiable Augmentation for Data-Efficient GAN Training
Python 1189Updated: 1 y ago License: Permissive (BSD-2-Clause)
1189Updated: 1 y ago License: Permissive (BSD-2-Clause)Support
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C
CycleGAN-TensorFlowby vanhuyz
An implementation of CycleGan using TensorFlow
Python 1178Updated: 1 y ago License: Permissive (MIT)
1178Updated: 1 y ago License: Permissive (MIT)Support
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giraffeby autonomousvision
This repository contains the code for the CVPR 2021 paper "GIRAFFE: Representing Scenes as Compositional Generative Neural Feature Fields"
Python 1176Updated: 2 y ago License: Permissive (MIT)
1176Updated: 2 y ago License: Permissive (MIT)Support
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GANsNRosesby mchong6
Official PyTorch repo for GAN's N' Roses. Diverse im2im and vid2vid selfie to anime translation.
Jupyter Notebook 1138Updated: 2 y ago License: Permissive (MIT)
1138Updated: 2 y ago License: Permissive (MIT)Support
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tensorflow-101by burness
learn code with tensorflow
Python 1124Updated: 2 y ago License: No License (No License)
1124Updated: 2 y ago License: No License (No License)Support
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CutMix-PyTorchby clovaai
Official Pytorch implementation of CutMix regularizer
Python 1110Updated: 2 y ago License: Permissive (MIT)
1110Updated: 2 y ago License: Permissive (MIT)Support
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StyleGAN-nadaby rinongal
Python 1080Updated: 1 y ago License: Permissive (MIT)
1080Updated: 1 y ago License: Permissive (MIT)Support
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sngan_projectionby pfnet-research
GANs with spectral normalization and projection discriminator
Python 1036Updated: 2 y ago License: Proprietary (Proprietary)
1036Updated: 2 y ago License: Proprietary (Proprietary)Support
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piqby photosynthesis-team
Measures and metrics for image2image tasks. PyTorch.
Python 1034Updated: 1 y ago License: Permissive (Apache-2.0)
1034Updated: 1 y ago License: Permissive (Apache-2.0)Support
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style-based-gan-pytorchby rosinality
Implementation A Style-Based Generator Architecture for Generative Adversarial Networks in PyTorch
Python 1032Updated: 2 y ago License: Proprietary (Proprietary)
1032Updated: 2 y ago License: Proprietary (Proprietary)Support
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score_sde_pytorchby yang-song
PyTorch implementation for Score-Based Generative Modeling through Stochastic Differential Equations (ICLR 2021, Oral)
Jupyter Notebook 1027Updated: 1 y ago License: Permissive (Apache-2.0)
1027Updated: 1 y ago License: Permissive (Apache-2.0)Support
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gan-compressionby mit-han-lab
[CVPR 2020] GAN Compression: Efficient Architectures for Interactive Conditional GANs
Python 1018Updated: 2 y ago License: Proprietary (Proprietary)
1018Updated: 2 y ago License: Proprietary (Proprietary)Support
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PyTorch-CycleGANby aitorzip
A clean and readable Pytorch implementation of CycleGAN
Python 1012Updated: 1 y ago License: Strong Copyleft (GPL-3.0)
1012Updated: 1 y ago License: Strong Copyleft (GPL-3.0)Support
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InfoGANby openai
Code for reproducing key results in the paper "InfoGAN: Interpretable Representation Learning by Information Maximizing Generative Adversarial Nets"
Python 1004Updated: 2 y ago License: No License (No License)
1004Updated: 2 y ago License: No License (No License)Support
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ydata-syntheticby ydataai
Synthetic data generators for tabular and time-series data
Jupyter Notebook 996Updated: 1 y ago License: Permissive (MIT)
996Updated: 1 y ago License: Permissive (MIT)Support
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restyle-encoderby yuval-alaluf
Official Implementation for "ReStyle: A Residual-Based StyleGAN Encoder via Iterative Refinement" (ICCV 2021) https://arxiv.org/abs/2104.02699
Python 995Updated: 2 y ago License: Permissive (MIT)
995Updated: 2 y ago License: Permissive (MIT)Support
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score_sdeby yang-song
Official code for Score-Based Generative Modeling through Stochastic Differential Equations (ICLR 2021, Oral)
Jupyter Notebook 992Updated: 1 y ago License: Permissive (Apache-2.0)
992Updated: 1 y ago License: Permissive (Apache-2.0)Support
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pytorch-pretrained-BigGANby huggingface
🦋A PyTorch implementation of BigGAN with pretrained weights and conversion scripts.
Python 972Updated: 2 y ago License: Permissive (MIT)
972Updated: 2 y ago License: Permissive (MIT)Support
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SRGANby leftthomas
A PyTorch implementation of SRGAN based on CVPR 2017 paper "Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network"
Python 960Updated: 2 y ago License: Permissive (MIT)
960Updated: 2 y ago License: Permissive (MIT)Support
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keras-dcganby jacobgil
Keras implementation of Deep Convolutional Generative Adversarial Networks
Python 951Updated: 3 y ago License: No License (No License)
951Updated: 3 y ago License: No License (No License)Support
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sefaby genforce
[CVPR 2021] Closed-Form Factorization of Latent Semantics in GANs
Python 946Updated: 1 y ago License: Permissive (MIT)
946Updated: 1 y ago License: Permissive (MIT)Support
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pix2pix-tensorflowby yenchenlin
TensorFlow implementation of "Image-to-Image Translation Using Conditional Adversarial Networks".
Python 922Updated: 3 y ago License: Permissive (MIT)
922Updated: 3 y ago License: Permissive (MIT)Support
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BEGAN-tensorflowby carpedm20
Tensorflow implementation of "BEGAN: Boundary Equilibrium Generative Adversarial Networks"
Python 908Updated: 3 y ago License: Permissive (Apache-2.0)
908Updated: 3 y ago License: Permissive (Apache-2.0)Support
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chainer-DCGANby mattya
Chainer implementation of Deep Convolutional Generative Adversarial Network
Python 902Updated: 3 y ago License: Permissive (MIT)
902Updated: 3 y ago License: Permissive (MIT)Support
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