Top 572 gan open source projects

Creats new kinds of pokemons using WGAN!

Generative Probabilistic Novelty Detection with Adversarial Autoencoders

Tensorflow implementation of different GANs and their comparisions

generative adversarial nets for neural machine translation

Paper Lists, Notes and Slides, Focus on NLP. For summarization, please refer to https://github.com/xcfcode/Summarization-Papers

Using Machine Learning to predict the type of exercise from movement data

Periodic Spatial Generative Adversarial Networks

ScrabbleGAN: Semi-Supervised Varying Length Handwritten Text Generation (CVPR20)

Projecting images to latent space with StyleGAN2.

An implement of Disentangled Representation Learning GAN for Pose-Invariant Face Recognition

3DGAN-Pytorch

A variant of the Self Attention GAN named: FAGAN (Full Attention GAN)

Project Page of 'Synthesizing Coupled 3D Face Modalities by Trunk-Branch Generative Adversarial Networks'

🙄 Difficult algorithm, Simple code.

Spectral Normalization for Keras Dense and Convolution Layers

A Pytorch implementation for the ZeroSpeech 2019 challenge.

Learning from Synthetic Data: Addressing Domain Shift for Semantic Segmentation

Facial Expression Editing with Controllable Expression Intensity

Torchélie is a set of utility functions, layers, losses, models, trainers and other things for PyTorch.

[CVPR 2020] Local Class-Specific and Global Image-Level Generative Adversarial Networks for Semantic-Guided Scene Generation

3D super-resolution using Generative Adversarial Networks

An official PyTorch implementation of the paper "Text-Adaptive Generative Adversarial Networks: Manipulating Images with Natural Language", NeurIPS 2018

A very simple generative adversarial network (GAN) in PyTorch

[IMC 2020 (Best Paper Finalist)] Using GANs for Sharing Networked Time Series Data: Challenges, Initial Promise, and Open Questions

Comparison of Generative Models in Tensorflow

Chainer implementation of Wasserstein GAN

A Tensorflow implementation of GAN, WGAN and WGAN with gradient penalty.

Software and pre-trained models for automatic photo quality enhancement using Deep Convolutional Networks

Privacy-preserving generative deep neural networks support clinical data sharing

SpecGAN - generate audio with adversarial training

Awesome Resources for Advanced Computer Vision Topics

Deep learning with cats (^._.^)

Implementation of Visual Feature Attribution using Wasserstein GANs (VAGANs, https://arxiv.org/abs/1711.08998) in PyTorch

Generative Adversarial Networks for High Energy Physics extended to a multi-layer calorimeter simulation

TensorFlow GAN implementation using Gumbel Softmax

[unmaintained] An open-source convolutional neural networks platform for research in medical image analysis and image-guided therapy

Re-implement CycleGAN in Tensorlayer

Discovering Interpretable GAN Controls [NeurIPS 2020]

Modified h5tool.py make user getting celeba-HQ easier

A MNIST-like fashion product database. Benchmark 👇

《深度学习与计算机视觉》配套代码

A PyTorch implementation of SEGAN based on INTERSPEECH 2017 paper "SEGAN: Speech Enhancement Generative Adversarial Network"

Unity Post Processing with Convolution Neural Network

TensorFlow 2.0 library for distributed training, evaluation, model selection, and fast prototyping.

Adversarial Generation of Continuous Images [CVPR 2021]

Generating Cat images using StyleGAN

Code for "Semantic Object Accuracy for Generative Text-to-Image Synthesis" (TPAMI 2020)

Modeling Artistic Workflows for Image Generation and Editing (ECCV 2020)

PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation (《深度学习框架PyTorch：入门与实战》)

Reimplementation of cycle-gan(https://arxiv.org/pdf/1703.10593.pdf) with improved w-gan(https://arxiv.org/abs/1704.00028) loss in tensorflow.

Pytorch implementation of pix2pix for various datasets.

Visualization of GAN training process

A Keras implementation of image deblurring based on ICCV 2017 paper "Deep Generative Filter for motion deblurring"

Compute FID scores with PyTorch.

Multinomial Adversarial Networks for Multi-Domain Text Classification (NAACL 2018)

Code to train and evaluate the GeNeVA-GAN model for the GeNeVA task proposed in our ICCV 2019 paper "Tell, Draw, and Repeat: Generating and modifying images based on continual linguistic instruction"

A Tensorflow implementation of Deep Convolutional Generative Adversarial Networks trained on Fashion-MNIST, CIFAR-10, etc.

Add colors to black and white images with neural networks (GANs).

Tensorflow Implementation of GAN modeling for sequential data

[NeurIPS 2018] [JSAIT] PacGAN: The power of two samples in generative adversarial networks