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Search results for dataset generative adversarial network
dataset
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generative-adversarial-network
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65 search results found
Pytorch Cyclegan And Pix2pix
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21,090
Image-to-Image Translation in PyTorch
Fashion Mnist
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9,856
A MNIST-like fashion product database. Benchmark 👇
Pix2pix
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8,452
Image-to-image translation with conditional adversarial nets
Dcgan Tensorflow
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6,761
A tensorflow implementation of "Deep Convolutional Generative Adversarial Networks"
Alae
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2,850
[CVPR2020] Adversarial Latent Autoencoders
Pixel2style2pixel
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2,698
Official Implementation for "Encoding in Style: a StyleGAN Encoder for Image-to-Image Translation" (CVPR 2021) presenting the pixel2style2pixel (pSp) framework
Edge Connect
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2,404
EdgeConnect: Structure Guided Image Inpainting using Edge Prediction, ICCV 2019 https://arxiv.org/abs/1901.00212
Sdv
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1,787
Synthetic data generation for tabular data
Pytorch Cpp
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1,710
C++ Implementation of PyTorch Tutorials for Everyone
Impersonator
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1,630
PyTorch implementation of our ICCV 2019 paper: Liquid Warping GAN: A Unified Framework for Human Motion Imitation, Appearance Transfer and Novel View Synthesis
Deepnude_official
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1,462
Celebamask Hq
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1,456
A large-scale face dataset for face parsing, recognition, generation and editing.
Animegan
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1,225
A simple PyTorch Implementation of Generative Adversarial Networks, focusing on anime face drawing.
Gan Compression
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1,063
[CVPR 2020] GAN Compression: Efficient Architectures for Interactive Conditional GANs
Coloring Greyscale Images
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997
Coloring black and white images with deep learning.
Discogan Pytorch
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928
PyTorch implementation of "Learning to Discover Cross-Domain Relations with Generative Adversarial Networks"
Instagan
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784
InstaGAN: Instance-aware Image Translation (ICLR 2019)
Ganomaly
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767
GANomaly: Semi-Supervised Anomaly Detection via Adversarial Training
Deepfashion_try_on
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596
Official code for "Towards Photo-Realistic Virtual Try-On by Adaptively Generating↔Preserving Image Content",CVPR‘20 https://arxiv.org/abs/2003.05863
Pytorch Progressive_growing_of_gans
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485
PyTorch implementation of Progressive Growing of GANs for Improved Quality, Stability, and Variation.
Ganilla
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476
Official Pytorch implementation of GANILLA
Gan For Tabular Data
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442
We well know GANs for success in the realistic image generation. However, they can be applied in tabular data generation. We will review and examine some recent papers about tabular GANs in action.
Bmsg Gan
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429
[MSG-GAN] Any body can GAN! Highly stable and robust architecture. Requires little to no hyperparameter tuning. Pytorch Implementation
Anime Face Dataset
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404
🖼 A collection of high-quality anime faces.
Pytorch Cyclegan
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371
A clean and readable Pytorch implementation of CycleGAN
Fastgan Pytorch
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358
Official implementation of the paper "Towards Faster and Stabilized GAN Training for High-fidelity Few-shot Image Synthesis" in ICLR 2021
Notebooks
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313
Machine learning notebooks in different subjects optimized to run in google collaboratory
Celebv Hq
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297
[ECCV 2022] CelebV-HQ: A Large-Scale Video Facial Attributes Dataset
Ghost Free Shadow Removal
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260
[AAAI 2020] Towards Ghost-free Shadow Removal via Dual Hierarchical Aggregation Network and Shadow Matting GAN
Doppelganger
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259
[IMC 2020 (Best Paper Finalist)] Using GANs for Sharing Networked Time Series Data: Challenges, Initial Promise, and Open Questions
Glcic Pytorch
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230
A High-Quality PyTorch Implementation of "Globally and Locally Consistent Image Completion".
Pytorch Mnist Celeba Cgan Cdcgan
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221
Pytorch implementation of conditional Generative Adversarial Networks (cGAN) and conditional Deep Convolutional Generative Adversarial Networks (cDCGAN) for MNIST dataset
Sdgym
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219
Benchmarking synthetic data generation methods.
Awesome Tensorlayer
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212
A curated list of dedicated resources and applications
Video_prediction
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199
Stochastic Adversarial Video Prediction
Deep Learning With Python
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197
Deep learning codes and projects using Python
Acgan Pytorch
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193
Eesrgan
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191
Small-Object Detection in Remote Sensing (satellite) Images with End-to-End Edge-Enhanced GAN and Object Detector Network
Gan Tutorial
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190
Simple Implementation of many GAN models with PyTorch.
Tgan
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182
Generative adversarial training for generating synthetic tabular data.
Mmd Gan
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181
MMD-GAN: Towards Deeper Understanding of Moment Matching Network
Unet Gan Matting
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175
Background Removal based on U-Net
Housegan
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169
House-GAN: Relational Generative Adversarial Networks for Graph-constrained House Layout Generation
Gesturegan
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164
[ACM MM 2018 Oral] GestureGAN for Hand Gesture-to-Gesture Translation in the Wild
Keras Gan Animeface Character
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149
GAN example for Keras. Cuz MNIST is too small and there should be something more realistic.
Csa Inpainting
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149
Coherent Semantic Attention for image inpainting(ICCV 2019)
Tbgan
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146
Project Page of 'Synthesizing Coupled 3D Face Modalities by Trunk-Branch Generative Adversarial Networks'
Lr Gan.pytorch
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145
Pytorch code for our ICLR 2017 paper "Layered-Recursive GAN for image generation"
Frontalization
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139
Pytorch deep learning face frontalization model
Giqa
⭐
138
Pytorch implementation of Generated Image Quality Assessment
Anime Face Gan Keras
⭐
136
A DCGAN to generate anime faces using custom mined dataset
Chainer Pix2pix
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130
chainer implementation of pix2pix
Conditional Gan
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130
Anime Generation
Dvbpr
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128
Personalized Fashion Recommendation and Generation
Combogan
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128
Oneshottranslation
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126
Pytorch implementation of "One-Shot Unsupervised Cross Domain Translation" NIPS 2018
Unsupervised_anomaly_detection_brain_mri
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123
Autoencoders for Unsupervised Anomaly Segmentation in Brain MR Images: A Comparative Study
Gaal Based Outlier Detection
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121
GAAL-based Outlier Detection
Alis
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121
Aligning Latent and Image Spaces to Connect the Unconnectable
Gan Mri
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118
Code repository for Frontiers article 'Generative Adversarial Networks for Image-to-Image Translation on Multi-Contrast MR Images - A Comparison of CycleGAN and UNIT'
Gdwct
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112
Official PyTorch implementation of GDWCT (CVPR 2019)
Deligan
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97
This project is an implementation of the Generative Adversarial Network proposed in our CVPR 2017 paper - DeLiGAN : Generative Adversarial Networks for Diverse and Limited Data. DeLiGAN is a simple but effective modification of the GAN framework and aims to improve performance on datasets which are diverse yet small in size.
Wasserstein Gan
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95
Chainer implementation of Wasserstein GAN
Sdgan
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93
Official implementation of "Semantically Decomposing the Latent Spaces of Generative Adversarial Networks"
Ganshowcase
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92
Lsd Seg
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92
Learning from Synthetic Data: Addressing Domain Shift for Semantic Segmentation
Fq Gan
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92
Official implementation of FQ-GAN
Exemplar_gans
⭐
90
Repository for Exemplar GANs code and datasets
Medigan
⭐
88
medigan - A Python Library of Pretrained Generative Models for Medical Image Synthesis
Improved_ccgan
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88
Continuous Conditional Generative Adversarial Networks (CcGAN)
Tightcap
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88
The implementation for the TightCap (SIGGRAPH 2022)
Deep Learning Paper Datasets Notes
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82
Paper-Datasets-Notes
Discogan Tensorflow
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82
An implementation of DiscoGAN in tensorflow
3d Medical Segmentation Gan
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81
3D Liver Segmentation with GAN
Cr Gan
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80
Yu Tian et al. "CR-GAN: Learning Complete Representations for Multi-view Generation", IJCAI 2018
Zerospeech Tts Without T
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79
A Pytorch implementation for the ZeroSpeech 2019 challenge.
Stabilizing_gans
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78
Code for the NIPS17 paper "Stabilizing Training of Generative Adversarial Networks through Regularization"
Fixed Point Gan
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77
Official implementation of Fixed-Point GAN - ICCV 2019
Tac Gan
⭐
77
A Tensorflow implementation of the Text Conditioned Auxiliary Classifier Generative Adversarial Network for Generating Images from text descriptions (https://arxiv.org/abs/1703.06412)
Deep Learning For Document Dewarping
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76
An application of high resolution GANs to dewarp images of perturbed documents
Convolutional Handwriting Gan
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75
ScrabbleGAN: Semi-Supervised Varying Length Handwritten Text Generation (CVPR20)
Unsupervised Anomaly Detection With Generative Adversarial Networks
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74
Unsupervised Anomaly Detection with Generative Adversarial Networks on MIAS dataset
Segan
⭐
74
A PyTorch implementation of SEGAN based on INTERSPEECH 2017 paper "SEGAN: Speech Enhancement Generative Adversarial Network"
Img2img Translation Networks
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67
Tensorflow implementation of paper "unsupervised image to image translation networks"
Faceaging By Cyclegan
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64
Gman
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62
GANs with multiple Discriminators
Invertinggan
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61
Invert a pre-trained GAN model (includes code for training a GAN on celebA)
Tsgm
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60
Generative modeling of synthetic time series data and time series augmentations
Segan
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59
SeGAN: Segmenting and Generating the Invisible (https://arxiv.org/pdf/1703.10239.pdf)
Agis Net
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58
[SIGGRAPH Asia 2019] Artistic Glyph Image Synthesis via One-Stage Few-Shot Learning
Keras Progressive_growing_of_gans
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58
Keras implementation of Progressive Growing of GANs for Improved Quality, Stability, and Variation.
Danbooru Utility
⭐
57
Utility for working with danbooru2018 dataset
Srfeat
⭐
55
GAN based super-resolution (presented at ECCV 2018)
Xray
⭐
53
List of datasets and papers in X-ray security images (Computer vision/Machine Learning)
Global And Local Attention Based Free Form Image Inpainting
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52
Official implementation of "Global and local attention-based free-form image inpainting"
Lsgan
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51
Chainer implementation of Least Squares GAN (LSGAN)
Anime_gan
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51
GAN models with Anime.
Generative_zoo
⭐
50
Deblurgan Tf
⭐
50
Tensorflow (tf) implementation of DeblurGAN: Blind Motion Deblurring Using Conditional Adversarial Networks
Deblurgan Tf
⭐
49
Tensorflow implementation of DeblurGAN(Blind Motion Deblurring Using Conditional Adversarial Networks)
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