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The Top 77 Gans Open Source Projects
Categories
>
Machine Learning
>
Gans
Pytorch Cyclegan And Pix2pix
⭐
14,770
Image-to-Image Translation in PyTorch
Cyclegan
⭐
10,484
Software that can generate photos from paintings, turn horses into zebras, perform style transfer, and more.
Bringing Old Photos Back To Life
⭐
8,252
Bringing Old Photo Back to Life (CVPR 2020 oral)
Faceswap Gan
⭐
2,981
A denoising autoencoder + adversarial losses and attention mechanisms for face swapping.
Biggan Pytorch
⭐
2,281
The author's officially unofficial PyTorch BigGAN implementation.
Edge Connect
⭐
2,014
EdgeConnect: Structure Guided Image Inpainting using Edge Prediction, ICCV 2019 https://arxiv.org/abs/1901.00212
Neural Photo Editor
⭐
1,994
A simple interface for editing natural photos with generative neural networks.
Pytorch Generative Adversarial Networks
⭐
1,353
A very simple generative adversarial network (GAN) in PyTorch
Bicyclegan
⭐
1,229
Toward Multimodal Image-to-Image Translation
Torchgan
⭐
1,161
Research Framework for easy and efficient training of GANs based on Pytorch
Image Outpainting
⭐
1,109
🏖 Keras Implementation of Painting outside the box
Contrastive Unpaired Translation
⭐
887
Contrastive unpaired image-to-image translation, faster and lighter training than cyclegan (ECCV 2020, in PyTorch)
Delving Deep Into Gans
⭐
835
Generative Adversarial Networks (GANs) resources sorted by citations
Gan Compression
⭐
815
[CVPR 2020] GAN Compression: Efficient Architectures for Interactive Conditional GANs
Gans In Action
⭐
753
Companion repository to GANs in Action: Deep learning with Generative Adversarial Networks
Data Efficient Gans
⭐
736
[NeurIPS 2020] Differentiable Augmentation for Data-Efficient GAN Training
Mixnmatch
⭐
728
Pytorch implementation of MixNMatch
Gans
⭐
718
Generative Adversarial Networks implemented in PyTorch and Tensorflow
Melgan Neurips
⭐
605
GAN-based Mel-Spectrogram Inversion Network for Text-to-Speech Synthesis
Von
⭐
499
[NeurIPS 2018] Visual Object Networks: Image Generation with Disentangled 3D Representation.
Gansformer
⭐
491
Generative Adversarial Transformers
Tf.gans Comparison
⭐
477
Implementations of (theoretical) generative adversarial networks and comparison without cherry-picking
Mimicry
⭐
472
[CVPR 2020 Workshop] A PyTorch GAN library that reproduces research results for popular GANs.
Rewriting
⭐
462
Rewriting a Deep Generative Model, ECCV 2020 (oral). Interactive tool to directly edit the rules of a GAN to synthesize scenes with objects added, removed, or altered. Change StyleGANv2 to make extravagant eyebrows, or horses wearing hats.
Anycost Gan
⭐
440
[CVPR 2021] Anycost GANs for Interactive Image Synthesis and Editing
Fast Srgan
⭐
431
A Fast Deep Learning Model to Upsample Low Resolution Videos to High Resolution at 30fps
Sdv
⭐
389
Synthetic Data Generation for tabular, relational and time series data.
Selectiongan
⭐
373
[CVPR 2019 Oral] Multi-Channel Attention Selection GAN with Cascaded Semantic Guidance for Cross-View Image Translation
Attentiongan
⭐
356
AttentionGAN for Unpaired Image-to-Image Translation & Multi-Domain Image-to-Image Translation
Shapematchinggan
⭐
317
[ICCV 2019, Oral] Controllable Artistic Text Style Transfer via Shape-Matching GAN
Pix2depth
⭐
296
DEPRECATED: Depth Map Estimation from Monocular Images
Text To Image Synthesis
⭐
292
Pytorch implementation of Generative Adversarial Text-to-Image Synthesis paper
Generative_models_tutorial_with_demo
⭐
282
Generative Models Tutorial with Demo: Bayesian Classifier Sampling, Variational Auto Encoder (VAE), Generative Adversial Networks (GANs), Popular GANs Architectures, Auto-Regressive Models, Important Generative Model Papers, Courses, etc..
Hands On Deep Learning Algorithms With Python
⭐
279
Master Deep Learning Algorithms with Extensive Math by Implementing them using TensorFlow
Fewshot_gan Unet3d
⭐
278
Tensorflow implementation of our paper: Few-shot 3D Multi-modal Medical Image Segmentation using Generative Adversarial Learning
Pytorch Gans
⭐
277
My implementation of various GAN (generative adversarial networks) architectures like vanilla GAN (Goodfellow et al.), cGAN (Mirza et al.), DCGAN (Radford et al.), etc.
3d Sdn
⭐
256
[NeurIPS 2018] 3D-Aware Scene Manipulation via Inverse Graphics
Rnn.wgan
⭐
253
Code for training and evaluation of the model from "Language Generation with Recurrent Generative Adversarial Networks without Pre-training"
Finegan
⭐
247
FineGAN: Unsupervised Hierarchical Disentanglement for Fine-grained Object Generation and Discovery
Segan_pytorch
⭐
245
Speech Enhancement Generative Adversarial Network in PyTorch
Book_deeplearning_in_pytorch_source
⭐
241
Awesome Real World Rl
⭐
237
Great resources for making Reinforcement Learning work in Real Life situations. Papers,projects and more.
Cartoonize
⭐
236
A demo webapp to convert images and videos into cartoon!
Gif
⭐
236
GIF is a photorealistic generative face model with explicit 3D geometric and photometric control.
Ml Workspace
⭐
233
Machine Learning (Beginners Hub), information(courses, books, cheat sheets, live sessions) related to machine learning, data science and python is available
Awesome Gans And Deepfakes
⭐
229
A curated list of GAN & Deepfake papers and repositories.
Iseebetter
⭐
222
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
Cocosnet
⭐
220
Cross-domain Correspondence Learning for Exemplar-based Image Translation. (CVPR 2020 Oral)
Colorizing With Gans
⭐
212
Grayscale Image Colorization with Generative Adversarial Networks. https://arxiv.org/abs/1803.05400
A Pytorch Tutorial To Super Resolution
⭐
176
Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network | a PyTorch Tutorial to Super-Resolution
Deep Math Machine Learning.ai
⭐
173
A blog which talks about machine learning, deep learning algorithms and the Math. and Machine learning algorithms written from scratch.
Aulas
⭐
166
Aulas da Escola de Inteligência Artificial de São Paulo
Gan For Tabular Data
⭐
148
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.
Starnet
⭐
144
StarNet
Generative_adversarial_networks_101
⭐
144
Keras implementations of Generative Adversarial Networks. GANs, DCGAN, CGAN, CCGAN, WGAN and LSGAN models with MNIST and CIFAR-10 datasets.
Gesturegan
⭐
138
[ACM MM 2018 Oral] GestureGAN for Hand Gesture-to-Gesture Translation in the Wild
Fq Gan
⭐
138
Official implementation of FQ-GAN
Gazecorrection
⭐
133
GazeCorrection: Self-Guided Eye Manipulation in the wild using Self-Supervised Generative Adversarial Networks
Ganspapercollection
⭐
130
Net2net
⭐
128
Network-to-Network Translation with Conditional Invertible Neural Networks
Icface
⭐
127
ICface: Interpretable and Controllable Face Reenactment Using GANs
Gdwct
⭐
123
Official PyTorch implementation of GDWCT (CVPR 2019, oral)
3d Recgan
⭐
119
🔥3D-RecGAN in Tensorflow (ICCV Workshops 2017)
Energy_based_generative_models
⭐
115
PyTorch code accompanying our paper on Maximum Entropy Generators for Energy-Based Models
Mirrorgan
⭐
115
Pytorch implementation of MirrorGAN
Ylg
⭐
108
[CVPR 2020] Official Implementation: "Your Local GAN: Designing Two Dimensional Local Attention Mechanisms for Generative Models".
3d Recgan Extended
⭐
103
🔥3D-RecGAN++ in Tensorflow (TPAMI 2018)
Doppelganger
⭐
103
[IMC 2020 (Best Paper Finalist)] Using GANs for Sharing Networked Time Series Data: Challenges, Initial Promise, and Open Questions
Tagan
⭐
96
An official PyTorch implementation of the paper "Text-Adaptive Generative Adversarial Networks: Manipulating Images with Natural Language", NeurIPS 2018
Co Mod Gan
⭐
92
[ICLR 2021, Spotlight] Large Scale Image Completion via Co-Modulated Generative Adversarial Networks
Ai Paper Drawer
⭐
87
人工智能论文关键点集结。This project aims to collect key points of AI papers.
Cnn Paper2
⭐
82
🎨 🎨 深度学习 卷积神经网络教程 :图像识别,目标检测,语义分割,实例分割,人脸识别,神经风格转换,GAN等🎨🎨 https://dataxujing.github.io/CNN-paper2/
Agis Net
⭐
80
[SIGGRAPH Asia 2019] Artistic Glyph Image Synthesis via One-Stage Few-Shot Learning
Pacgan
⭐
67
[NeurIPS 2018] [JSAIT] PacGAN: The power of two samples in generative adversarial networks
Matlab Gan
⭐
64
MATLAB implementations of Generative Adversarial Networks -- from GAN to Pixel2Pixel, CycleGAN
Img2imggan
⭐
49
Implementation of the paper : "Toward Multimodal Image-to-Image Translation"
Asrgen
⭐
32
Attacking Speaker Recognition with Deep Generative Models
1-77 of 77 projects
Advertising
📦 10
All Projects
Application Programming Interfaces
📦 124
Applications
📦 192
Artificial Intelligence
📦 78
Blockchain
📦 73
Build Tools
📦 113
Cloud Computing
📦 80
Code Quality
📦 28
Collaboration
📦 32
Command Line Interface
📦 49
Community
📦 83
Companies
📦 60
Compilers
📦 63
Computer Science
📦 80
Configuration Management
📦 42
Content Management
📦 175
Control Flow
📦 213
Data Formats
📦 78
Data Processing
📦 276
Data Storage
📦 135
Economics
📦 64
Frameworks
📦 215
Games
📦 129
Graphics
📦 110
Hardware
📦 152
Integrated Development Environments
📦 49
Learning Resources
📦 166
Legal
📦 29
Libraries
📦 129
Lists Of Projects
📦 22
Machine Learning
📦 347
Mapping
📦 64
Marketing
📦 15
Mathematics
📦 55
Media
📦 239
Messaging
📦 98
Networking
📦 315
Operating Systems
📦 89
Operations
📦 121
Package Managers
📦 55
Programming Languages
📦 245
Runtime Environments
📦 100
Science
📦 42
Security
📦 396
Social Media
📦 27
Software Architecture
📦 72
Software Development
📦 72
Software Performance
📦 58
Software Quality
📦 133
Text Editors
📦 49
Text Processing
📦 136
User Interface
📦 330
User Interface Components
📦 514
Version Control
📦 30
Virtualization
📦 71
Web Browsers
📦 42
Web Servers
📦 26
Web User Interface
📦 210