Top 572 gan open source projects

Image-to-image translation with conditional adversarial nets

✭ 8,765

lua python matlab TeX shell deep-learning computer-vision gan generative-adversarial-network computer-graphics image-manipulation image-generation dcgan pix2pix image-to-image-translation

Frechet Inception Distance

CPU/GPU/TPU implementation of the Fréchet Inception Distance

✭ 66

python deep-learning gan generative-model

Esrgan Tf2

ESRGAN (Enhanced Super-Resolution Generative Adversarial Networks, published in ECCV 2018) implemented in Tensorflow 2.0+. This is an unofficial implementation. With Colab.

✭ 61

python tensorflow gan super-resolution

Tensorflow 101

learn code with tensorflow

✭ 1,116

python tensorflow flask gan deeplearning tensorflow-experiments

Neural Painters X

Neural Paiters

✭ 61

jupyter-notebook gan transfer-learning style-transfer

Deblurgan Tf

Unofficial tensorflow (tf) implementation of DeblurGAN: Blind Motion Deblurring Using Conditional Adversarial Networks

✭ 60

python deep-learning tensorflow cnn gan

Cyclegan Qp

Official PyTorch implementation of "Artist Style Transfer Via Quadratic Potential"

✭ 59

python pytorch convolutional-neural-networks neural-networks gan generative-adversarial-network resnet style-transfer generative-art cyclegan

Hypergan

Composable GAN framework with api and user interface

✭ 1,104

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Keras Gan

Keras implementations of Generative Adversarial Networks.

✭ 8,494

python shell deep-learning keras neural-networks gan generative-adversarial-networks

Cyclegan Tensorflow

An implementation of CycleGan using TensorFlow

✭ 1,096

python tensorflow gan generative-adversarial-network cyclegan

Acgan Pytorch

Pytorch implementation of Conditional Image Synthesis with Auxiliary Classifier GANs

✭ 57

python deep-learning gan generative-adversarial-network semi-supervised-learning

Beautifulgirls

爬虫+脸部识别+DCGAN脸部自动生成

✭ 56

python python3 tensorflow opencv gan dcgan

Facenet Face Recognition

This is the research product of the thesis manifold Learning of Latent Space Vectors in GAN for Image Synthesis. This has an application to the research, name a facial recognition system. The application was developed by consulting the FaceNet model.

✭ 54

jupyter-notebook gan face-recognition

Cyclegan Vc3

Voice Conversion by CycleGAN (语音克隆/语音转换)：CycleGAN-VC3

✭ 52

python pytorch gan cyclegan

Gandlf

Generative Adversarial Networks in Keras

✭ 46

python keras gan generative-adversarial-network

Text Generation Papers

Paper collection of Neural Text Generation

✭ 46

gan papers vae nlg

Congan

Continious Generative Adversarial Network

✭ 41

python deep-learning keras gan image-generation

Qualia2.0

Qualia is a deep learning framework deeply integrated with automatic differentiation and dynamic graphing with CUDA acceleration. Qualia was built from scratch.

✭ 41

python deep-learning reinforcement-learning neural-networks graph gpu cuda gan automatic-differentiation

Pro gan pytorch Examples

Examples trained using the python pytorch package pro-gan-pth

✭ 39

python pytorch convolutional-neural-networks gan

Cyclegan

PyTorch implementation of CycleGAN

✭ 38

python pytorch gan generative-adversarial-networks cyclegan image-translation

Relativistic Average Gan Keras

The implementation of Relativistic average GAN with Keras

✭ 36

jupyter-notebook deep-learning keras gan deeplearning generative-adversarial-network mnist deep-learning-tutorial cifar10

Artificialintelligenceengines

Computer code collated for use with Artificial Intelligence Engines book by JV Stone

✭ 35

python deep-learning machine-learning artificial-intelligence reinforcement-learning neural-networks learning gan deeplearning backpropagation

Anime person translation

人脸和动漫脸的互转

✭ 35

python python3 pytorch gan cyclegan

Tensorflow Srgan

Tensorflow implementation of "Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network" (Ledig et al. 2017)

✭ 33

python deep-learning tensorflow convolutional-neural-networks gan generative-adversarial-network super-resolution

Wavegan Pytorch

PyTorch implementation of " Synthesizing Audio with Generative Adversarial Networks"

✭ 33

python gan generative-model

Tpudcgan

Train DCGAN with TPUs on Google Cloud

✭ 33

python deep-learning machine-learning gan dcgan

Dcgan Pytorch

PyTorch Implementation of DCGAN trained on the CelebA dataset.

✭ 32

python pytorch computer-vision gan deeplearning generative-model dcgan implementation

Discogan Pytorch

PyTorch implementation of "Learning to Discover Cross-Domain Relations with Generative Adversarial Networks"

✭ 961

jupyter-notebook pytorch gan unsupervised-learning generative-model

Image To Image Papers

🦓<->🦒 🌃<->🌆 A collection of image to image papers with code (constantly updating)

✭ 949

computer-vision gan generative-adversarial-network code image-manipulation papers curated-list image-translation

Deepnude nowatermark withmodel

DeepNude source code，without watermark，with demo and model download link，one command to run offline，GAN/Pytorch/pix2pix/pic2pic

✭ 950

python python3 pytorch opencv gan pix2pix

Deep learning projects

✭ 28

python jupyter-notebook deep-learning machine-learning database keras image-processing convolutional-neural-networks neural-networks data-visualization dataset gan scikit-learn image-classification matplotlib regression image-recognition projects

Keras Dcgan

Keras implementation of Deep Convolutional Generative Adversarial Networks

✭ 943

python deep-learning keras gan dcgan

Anonymize Video

Replace faces in a video with imaginary persons generated by a progressive GAN deep neural network

✭ 15

python tensorflow video opencv gan face dlib

Dcgan Tensorflow

A tensorflow implementation of "Deep Convolutional Generative Adversarial Networks"

✭ 6,963

javascript python HTML CSS tensorflow gan generative-model dcgan

Vc With Gan

Voice Conversion with GANs

✭ 13

python tensorflow gan voice

St Cgan

Dataset and Code for our CVPR'18 paper ST-CGAN: "Stacked Conditional Generative Adversarial Networks for Jointly Learning Shadow Detection and Shadow Removal"

✭ 13

deep-learning computer-vision image-processing gan generative-adversarial-network computer-graphics low-level

Transgan

[Preprint] "TransGAN: Two Transformers Can Make One Strong GAN", Yifan Jiang, Shiyu Chang, Zhangyang Wang

✭ 864

python pytorch gan transformer

Inverse Style Gan

Looking up a generative latent vectors from (face) reference images.

✭ 26

python gan face-recognition

Nag

[CVPR 2018] Tensorflow implementation of NAG : Network for Adversary Generation

✭ 24

python tensorflow gan

Unsupnts

Unsupervised Neural Text Simplification

✭ 23

python gan

Advanced Deep Learning With Keras

Advanced Deep Learning with Keras, published by Packt

✭ 917

python deep-learning keras reinforcement-learning gan autoencoder vae

Csmri Refinement

Code for "Adversarial and Perceptual Refinement Compressed Sensing MRI Reconstruction"

✭ 21

python deep-learning gan generative-adversarial-networks

Began Tensorflow

Tensorflow implementation of "BEGAN: Boundary Equilibrium Generative Adversarial Networks"

✭ 904

python tensorflow google gan generative-model celeba

Xdf Gan

A GAN for the generation of mock astronomical surveys

✭ 17

python deep-learning machine-learning gan astronomy

Lightning Bolts

Toolbox of models, callbacks, and datasets for AI/ML researchers.

✭ 829

python machine-learning pytorch natural-language-processing image-processing ai gan supervised-learning

Tensorlayer

Deep Learning and Reinforcement Learning Library for Scientists and Engineers 🔥

✭ 6,796

python deep-learning tensorflow neural-network artificial-intelligence reinforcement-learning object-detection google gan chatbot imagenet tensorflow-tutorials dqn a3c tensorlayer tensorflow-tutorial

Generative Models

Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.

✭ 6,701

python machine-learning pytorch tensorflow gan generative-model vae restricted-boltzmann-machine rbm

Musegan

An AI for Music Generation

✭ 794

python machine-learning tensorflow music gan generative-adversarial-network

Pytorch Pretrained Biggan

🦋A PyTorch implementation of BigGAN with pretrained weights and conversion scripts.

✭ 779

python pytorch computer-vision neural-network artificial-intelligence gan generative-adversarial-network

Instagan

InstaGAN: Instance-aware Image Translation (ICLR 2019)

✭ 761

python gan generative-adversarial-network

Anime Inpainting

An application tool of edge-connect, which can do anime inpainting and drawing. 动漫人物图片自动修复，去马赛克，填补，去瑕疵

✭ 761

python deep-learning pytorch computer-vision neural-network opencv gan generative-adversarial-network anime cv mosaic

Gans In Action

Companion repository to GANs in Action: Deep learning with Generative Adversarial Networks

✭ 748

jupyter-notebook deep-learning artificial-intelligence deep-neural-networks ai gan generative-adversarial-network gans semi-supervised-learning dcgan

Adversarialnetspapers

Awesome paper list with code about generative adversarial nets

✭ 6,219

deep-learning gan image-translation adversarial-networks

Context Encoder

[CVPR 2016] Unsupervised Feature Learning by Image Inpainting using GANs

✭ 731

lua deep-learning machine-learning computer-vision gan generative-adversarial-network unsupervised-learning computer-graphics dcgan

Fewshot Face Translation Gan

Generative adversarial networks integrating modules from FUNIT and SPADE for face-swapping.

✭ 705

jupyter-notebook gan generative-adversarial-network image-translation

Machine Learning

머신러닝 입문자 혹은 스터디를 준비하시는 분들에게 도움이 되고자 만든 repository입니다. (This repository is intented for helping whom are interested in machine learning study)

✭ 705

python python3 jupyter-notebook deep-learning machine-learning pytorch tensorflow neural-network natural-language-processing neural-networks gan pandas tensorflow-tutorials pytorch-tutorial tensorflow-examples udacity

Passgan

A Deep Learning Approach for Password Guessing (https://arxiv.org/abs/1709.00440)

✭ 704

python deep-learning machine-learning gan password password-strength password-cracking

Adversarial video generation

A TensorFlow Implementation of "Deep Multi-Scale Video Prediction Beyond Mean Square Error" by Mathieu, Couprie & LeCun.

✭ 662

python deep-learning deep-neural-networks gan generative-adversarial-network adversarial-networks

Segan

Speech Enhancement Generative Adversarial Network in TensorFlow

✭ 661

python deep-learning tensorflow deep-neural-networks gan speech generative-model generative-adversarial-networks

Pggan Pytorch

🔥🔥 PyTorch implementation of "Progressive growing of GANs (PGGAN)" 🔥🔥

✭ 653

python pytorch gan generative-adversarial-network tensorboard

181-240 of 572 gan projects