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Top 572 gan open source projects

Anime Face Gan Keras

A DCGAN to generate anime faces using custom mined dataset

✭ 161

python deep-learning keras cnn gan generative-adversarial-network anime face

Resources and Implementations of Generative Adversarial Nets: GAN, DCGAN, WGAN, CGAN, InfoGAN

✭ 2,127

python gan dcgan infogan wasserstein-gan adversarial-nets

Pytorch deep learning face frontalization model

✭ 160

python deep-learning machine-learning pytorch computer-vision gan generative-adversarial-network nvidia pytorch-tutorial

Voice Conversion by CycleGAN (语音克隆/语音转换): CycleGAN-VC2

✭ 158

python deep-learning gan deeplearning speech-synthesis pix2pix cyclegan

Image Deblurring using Generative Adversarial Networks

✭ 2,033

python HTML deep-learning pytorch computer-vision neural-network image-processing convolutional-neural-networks gan paper image-manipulation convolutional-networks pix2pix deblurring image-to-image-translation blurry-images

A Pytorch Tutorial To Super Resolution

Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network | a PyTorch Tutorial to Super-Resolution

✭ 157

python pytorch gan generative-adversarial-network super-resolution gans pytorch-tutorial

VocGAN: A High-Fidelity Real-time Vocoder with a Hierarchically-nested Adversarial Network

✭ 158

python gan text-to-speech speech-synthesis speech-processing

Deploy and scale serverless machine learning app - in 4 steps.

✭ 157

jupyter-notebook react pytorch computer-vision aws serverless gan aws-lambda deployment netlify serverless-framework style-transfer production

Unsupervised anomaly detection with generative model, keras implementation

✭ 157

python gan generative-adversarial-network anomaly-detection

Official pytorch implementation of paper "Image-to-image Translation via Hierarchical Style Disentanglement" (CVPR 2021 Oral).

✭ 148

Mask guided portrait editing

pytorch implementation of "Mask-Guided Portrait Editing with Conditional GANs"

✭ 155

python deep-learning pytorch gan

Generative Adversarial Networks and Autoencoders for 3D Shapes

✭ 151

python machine-learning pytorch 3d gan generative-adversarial-network autoencoder

A minimal implementaion (less than 150 lines of code with visualization) of DCGAN/WGAN in PyTorch with jupyter notebooks

✭ 150

jupyter-notebook gan wgan

Stylegan.pytorch

A PyTorch implementation for StyleGAN with full features.

✭ 150

python deep-learning pytorch gan generative-adversarial-network cv cvpr

Tensorflow Infogan

🎎 InfoGAN: Interpretable Representation Learning

✭ 149

python tensorflow computer-vision neural-network gan generative-adversarial-network mnist

Pix2pixbegan.pytorch

A pytorch implementation of pix2pix + BEGAN (Boundary Equilibrium Generative Adversarial Networks)

✭ 148

html pytorch gan pix2pix

Person Reid Gan Pytorch

A Pytorch Implementation of "Unlabeled Samples Generated by GAN Improve the Person Re-identification Baseline in vitro"(ICCV17)

✭ 147

python pytorch gan deeplearning person-reidentification

Page to PAGE Layout Analysis Tool

✭ 147

python pytorch computer-vision deep-neural-networks gan generative-adversarial-network image-segmentation pix2pix

Pytorch code for our ICLR 2017 paper "Layered-Recursive GAN for image generation"

✭ 145

python gan unsupervised-learning

DCGAN face generator 🧑.

✭ 146

python jupyter-notebook computer-vision gan notebook dcgan

Modified implementation of DCGAN focused on generative art. Includes pre-trained models for landscapes, nude-portraits, and others.

✭ 1,882

lua python shell gan art generative-art painting

Tensorflow Pix2pix

A lightweight pix2pix Tensorflow implementation.

✭ 143

python deep-learning machine-learning tensorflow gan pix2pix

Unsupervised Image-to-Image Translation

✭ 1,809

python shell Dockerfile deep-learning gan pix2pix image-translation

Code for: Transforming and Projecting Images into Class-conditional Generative Networks

✭ 141

python pytorch gan

Semantic image inpainting

Semantic Image Inpainting

✭ 140

python deep-learning tensorflow image-processing gan generative-adversarial-network generative-model dcgan

StarNet

✭ 141

jupyter-notebook deep-learning tensorflow neural-network image-processing deep-neural-networks gan image-manipulation gans astronomy star pix2pix

A High-Quality PyTorch Implementation of "Globally and Locally Consistent Image Completion".

✭ 141

python python36 deep-learning machine-learning pytorch neural-networks gan

Data science blogs

A repository to keep track of all the code that I end up writing for my blog posts.

✭ 139

python jupyter-notebook machine-learning data spark gan chatbot time-series graphs blogging datascience xgboost mcmc

[ECCV 2020 Spotlight] A Simple and Versatile Framework for Image-to-Image Translation

✭ 141

python gan generative-adversarial-network image-manipulation style-transfer image-generation

Focal Frequency Loss

Focal Frequency Loss for Generative Models

✭ 141

gan generative-adversarial-network image-manipulation autoencoder image-generation variational-autoencoder pix2pix generic

Human Video Generation

Human Video Generation Paper List

✭ 139

video 3d gan generation

Nice Gan Pytorch

Official PyTorch implementation of NICE-GAN: Reusing Discriminators for Encoding: Towards Unsupervised Image-to-Image Translation

✭ 140

python deep-learning pytorch computer-vision deep-neural-networks gan generative-adversarial-network

Official Implementation of the paper "A U-Net Based Discriminator for Generative Adversarial Networks" (CVPR 2020)

✭ 139

python machine-learning computer-vision gan generative-adversarial-network image-generation

Generative adversarial networks 101

Keras implementations of Generative Adversarial Networks. GANs, DCGAN, CGAN, CCGAN, WGAN and LSGAN models with MNIST and CIFAR-10 datasets.

✭ 138

jupyter-notebook deep-learning tensorflow keras gan generative-adversarial-network gans mnist dcgan generative-adversarial-networks cifar10 wgan

Alphagan Matting

This project is an unofficial implementation of AlphaGAN: Generative adversarial networks for natural image matting published at the BMVC 2018

✭ 138

python pytorch gan

Infogan Pytorch

implement infoGAN using pytorch

✭ 135

python pytorch gan

Oneshottranslation

Pytorch implementation of "One-Shot Unsupervised Cross Domain Translation" NIPS 2018

✭ 135

python pytorch computer-vision gan unsupervised-learning image-manipulation image-generation

Deep Learning With Python

Example projects I completed to understand Deep Learning techniques with Tensorflow. Please note that I do no longer maintain this repository.

✭ 134

python python3 jupyter-notebook deep-learning tensorflow neural-networks gan lstm generative-adversarial-network tensorflow-tutorials style-transfer vae dcgan variational-autoencoder

✭ 134

python neural-network gan image-manipulation domain-adaptation cyclegan

Pytorch-based tools for visualizing and understanding the neurons of a GAN. https://gandissect.csail.mit.edu/

✭ 1,700

python Jupyter Notebook HTML Cuda shell c C++deep-learning pytorch gan generative-adversarial-network image-manipulation interactive-visualizations interpretable-ml

中文预训练 ELECTRA 模型: 基于对抗学习 pretrain Chinese Model

✭ 132

gan language-model pretrained-models adversarial-networks

GANimation: Anatomically-aware Facial Animation from a Single Image (ECCV'18 Oral) [PyTorch]

✭ 1,730

python shell deep-learning pytorch gan generative-adversarial-network facial-expressions face-manipulation eccv-2018 ganimation

Awesome Gan For Medical Imaging

Awesome GAN for Medical Imaging

✭ 1,814

gan deeplearning generative-adversarial-network segmentation detection super-resolution medical-imaging registration reconstruction ct-denoising medical-image-synthesis

Reconstructing faces from voices

An example of the paper "reconstructing faces from voices"

✭ 127

python gan speech

Software that can generate photos from paintings, turn horses into zebras, perform style transfer, and more.

✭ 10,933

lua python shell TeX deep-learning computer-vision gan generative-adversarial-network computer-graphics image-manipulation torch gans image-generation pix2pix cyclegan

Machine Learning and having it Deep and Structured (MLDS) in 2018 spring

✭ 124

python reinforcement-learning spring gan chatbot generative-adversarial-network seq2seq image-generation policy-gradient actor-critic sequence-to-sequence deep-q-network

Tensorflow Mnist Cgan Cdcgan

Tensorflow implementation of conditional Generative Adversarial Networks (cGAN) and conditional Deep Convolutional Adversarial Networks (cDCGAN) for MANIST dataset.

✭ 122

python tensorflow gan generative-adversarial-network mnist

Official PyTorch implementation of GDWCT (CVPR 2019, oral)

✭ 122

python pytorch computer-vision gan gans generative-adversarial-networks image-translation

Code for my Master thesis on "Capsule Architecture as a Discriminator in Generative Adversarial Networks".

✭ 120

python jupyter-notebook keras gan generative-adversarial-network capsule-network capsnet

Generate to adapt

Implementation of "Generate To Adapt: Aligning Domains using Generative Adversarial Networks"

✭ 120

python deep-learning machine-learning gan domain-adaptation

Nucleisegmentation

cGAN-based Multi Organ Nuclei Segmentation

✭ 120

python gan segmentation

🔥 PI-REC: Progressive Image Reconstruction Network With Edge and Color Domain. 🔥 图像翻译，条件GAN，AI绘画

✭ 1,619

python image gan image-reconstruction image-to-image-translation cgan auto-painting edge-to-image-translation ai-painting

O-GAN: Extremely Concise Approach for Auto-Encoding Generative Adversarial Networks

✭ 117

python gan encoder vae

A list of all named GANs!

✭ 11,454

python machine-learning gan generative-adversarial-network

Vae Gan Tensorflow

Tensorflow code of "autoencoding beyond pixels using a learned similarity metric"

✭ 116

python tensorflow gan

MSG-GAN: Multi-Scale Gradients GAN (Architecture inspired from ProGAN but doesn't use layer-wise growing)

✭ 116

python deep-learning machine-learning gan celeba

PyTorch implementation of our ICCV 2019 paper: Liquid Warping GAN: A Unified Framework for Human Motion Imitation, Appearance Transfer and Novel View Synthesis

✭ 1,605

python shell Jupyter Notebook pytorch gan pose

Handwritten Chinese Characters Generation

✭ 115

lua computer-vision gan generative-adversarial-network

🖼 Create artwork from your casual sketch with GAN and style transfer

✭ 115

python deep-learning computer-vision gan style-transfer pix2pix

DeepNude Command Line Version With Watermark Removed

✭ 112

python gan torrent torch pix2pix

61-120 of 572 gan projects