102 Open Source Generative Adversarial Networks Software Projects
Free and open source generative adversarial networks code projects including engines, APIs, generators, and tools.
Dped 1422 ⭐
Software and pre-trained models for automatic photo quality enhancement using Deep Convolutional Networks
Deblur Gan 521 ⭐
Keras implementation of "DeblurGAN: Blind Motion Deblurring Using Conditional Adversarial Networks"
Mimicry 517 ⭐
[CVPR 2020 Workshop] A PyTorch GAN library that reproduces research results for popular GANs.
Enlightengan 577 ⭐
[IEEE TIP'2021] "EnlightenGAN: Deep Light Enhancement without Paired Supervision" by Yifan Jiang, Xinyu Gong, Ding Liu, Yu Cheng, Chen Fang, Xiaohui Shen, Jianchao Yang, Pan Zhou, Zhangyang Wang
Pose2pose 197 ⭐
This is a pix2pix demo that learns from pose and translates this into a human. A webcam-enabled application is also provided that translates your pose to the trained pose. Everybody dance now !
Keras Srgan 246 ⭐
Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network implemented in Keras
Repo 2018 165 ⭐
Deep Learning Summer School + Tensorflow + OpenCV cascade training + YOLO + COCO + CycleGAN + AWS EC2 Setup + AWS IoT Project + AWS SageMaker + AWS API Gateway + Raspberry Pi3 Ubuntu Core
Gan Mri 188 ⭐
Code repository for Frontiers article 'Generative Adversarial Networks for Image-to-Image Translation on Multi-Contrast MR Images - A Comparison of CycleGAN and UNIT'
Generative_adversarial_networks_101 156 ⭐
Keras implementations of Generative Adversarial Networks. GANs, DCGAN, CGAN, CCGAN, WGAN and LSGAN models with MNIST and CIFAR-10 datasets.
Energy_based_generative_models 129 ⭐
PyTorch code accompanying our paper on Maximum Entropy Generators for Energy-Based Models
Steganogan 168 ⭐
SteganoGAN is a tool for creating steganographic images using adversarial training.
Ylg 117 ⭐
[CVPR 2020] Official Implementation: "Your Local GAN: Designing Two Dimensional Local Attention Mechanisms for Generative Models".
Pedestrian Synthesis Gan 80 ⭐
Pedestrian-Synthesis-GAN: Generating Pedestrian Data in Real Scene and Beyond
Geneva 83 ⭐
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"
Tbgan 166 ⭐
Project Page of 'Synthesizing Coupled 3D Face Modalities by Trunk-Branch Generative Adversarial Networks'
Neurips18_hierchical_image_manipulation 60 ⭐
Pytorch Implementation of NeurIPS'18 paper on Generative Image Manipulation with Hierarchical Semantic Structures
Handwriting_recogition_using_adversarial_learning 55 ⭐
[CVPR 2019] "Handwriting Recognition in Low-resource Scripts using Adversarial Learning ”, IEEE Conf. on Computer Vision and Pattern Recognition (CVPR), 2019.
Msrgan A Gan For Single Image Super Resolution On High Content Screening Microscopy Images. 52 ⭐
Generative Adversarial Network for single image super-resolution in high content screening microscopy images
Gail_gym 65 ⭐
Implementation of Generatve Adversarial Imitation Learning (GAIL) for classic environments from OpenAI Gym.
First_order_gan 35 ⭐
Create images and texts with the First Order Generative Adversarial Networks arxiv.org/abs/1802.04591
Cdcgan 41 ⭐
PyTorch implementation of Conditional Deep Convolutional Generative Adversarial Networks (cDCGAN)
Geneva_datasets 35 ⭐
Scripts to generate the CoDraw and i-CLEVR datasets used for the GeNeVA task proposed in our ICCV 2019 paper "Tell, Draw, and Repeat: Generating and modifying images based on continual linguistic instruction"
Tensorbag 25 ⭐
Collection of tensorflow notebooks tutorials for implementing the most important Deep Learning algorithms.
Tensorflow Gan 1d Gaussian Ex 23 ⭐
Tensorflow implementation of Generative Adversarial Network for approximating a 1D Gaussian distribution
Ai Classification 24 ⭐
Open source Artificial Intelligence for COVID-19 detection/early detection. Includes Convolutional Neural Networks (CNN) & Generative Adversarial Networks (GAN)
Edge2view 22 ⭐
This is a pix2pix demo that learns from edge and translates this into view. A interactive application is also provided that translates edge to view.
Fusion_gan 18 ⭐
Codes for the paper 'Learning to Fuse Music Genres with Generative Adversarial Dual Learning' ICDM 17
Generative_deep_learning 23 ⭐
Generative Deep Learning Sessions led by Anugraha Sinha (Machine Learning Tokyo)
Sganinv 23 ⭐
Multiple-point geostatistics inversion of reservoir models using spatial generative adversarial networks
Multi Agent Diverse Generative Adversarial Networks 23 ⭐
Easy-to-follow Pytorch tutorial Notebook for Multi-Agent-Diverse-Generative-Adversarial-Networks
Collaborative Gan Sampling 23 ⭐
[AAAI20] TensorFlow implementation of the Collaborative Sampling in Generative Adversarial Networks
Csmri Refinement 23 ⭐
Code for "Adversarial and Perceptual Refinement Compressed Sensing MRI Reconstruction"
Gan_deeplearning4j 17 ⭐
Automatic feature engineering using Generative Adversarial Networks using Deeplearning4j and Apache Spark.
Speech Conversion Between Different Modalities 21 ⭐
Generative Adversarial Networks for different impaired speech conversions
Generative Adversarial Networks 17 ⭐
vanllia gan; conditional gan; dcgan; ebgan; lsgan; aae; Improved_gan
Synthetic Video Generation For Autonomous Cars 11 ⭐
A huge challenge for autonomous vehicles(ACs) is to have a dataset that captures real-world multitudinous driving conditions. The currently available video datasets are not annotated & most of them aren't high resolution videos which is again an impediment for object detection. I am excited to solve this problem by annotating & generating photo-realistic synthetic video dataset for ACs using DeepLab, conditional GANs.
High Fidelity Generative Compression 238 ⭐
Pytorch implementation of High-Fidelity Generative Image Compression + Routines for neural image compression
Gordicaleksa Pytorch Gans 304 ⭐
My implementation of various GAN (generative adversarial networks) architectures like vanilla GAN (Goodfellow et al.), cGAN (Mirza et al.), DCGAN (Radford et al.), etc.
Deeplearning.ai Gans Specialization 117 ⭐
A Generative Adversarial Networks (GANs) Specialization made by deeplearning.ai on Coursera
Lornatang Cyclegan Pytorch 45 ⭐
A very simple implementation of cyclegan, which is based on pytorch.
Generative Adversarial Networks Gans Specialization 31 ⭐
Solutions to DeepLearning.AI Generative Adversarial Networks (GANs) Specialization
Big Sleep 1691 ⭐
A simple command line tool for text to image generation, using OpenAI's CLIP and a BigGAN. Technique was originally created by https://twitter.com/advadnoun
Lama 2616 ⭐
🦙 LaMa Image Inpainting, Resolution-robust Large Mask Inpainting with Fourier Convolutions, WACV 2022
Restyle Encoder 788 ⭐
Official Implementation for "ReStyle: A Residual-Based StyleGAN Encoder via Iterative Refinement" (ICCV 2021) https://arxiv.org/abs/2104.02699
Yuval Alaluf Sam 318 ⭐
Official Implementation for "Only a Matter of Style: Age Transformation Using a Style-Based Regression Model" (SIGGRAPH 2021) https://arxiv.org/abs/2102.02754
Boschresearch Oasis 178 ⭐
Official implementation of the paper "You Only Need Adversarial Supervision for Semantic Image Synthesis" (ICLR 2021)
Transganformer 136 ⭐
Implementation of TransGanFormer, an all-attention GAN that combines the finding from the recent GanFormer and TransGan paper
Diverse Structure Inpainting 124 ⭐
CVPR 2021: "Generating Diverse Structure for Image Inpainting With Hierarchical VQ-VAE"
Crfill 125 ⭐
CR-Fill: Generative Image Inpainting with Auxiliary Contextual Reconstruction. ICCV 2021
On The Generation And Evaluation Of Synthetic Tabular Data Using Gans 23 ⭐
Repository for the results of my master thesis, about the generation and evaluation of synthetic data using GANs
Rvgan 37 ⭐
[MICCAI'21] [Tensorflow] Retinal Vessel Segmentation using a Novel Multi-scale Generative Adversarial Network
Adversarial Attacks With Relativistic Advgan 17 ⭐
Using relativism to improve GAN-based Adversarial Attacks. 🦾
Pix2pix Watercolor 15 ⭐
Train neural networks to generate watercolour paintings from pencil sketches.
Deep Convolutional Generative Adversarial Network 8 ⭐
Tensorflow 2. This repository demonstrates how to generate images of handwritten digits (MINIST) using a Deep Convolutional Generative Adversarial Network (DCGAN). 深度卷积生成对抗网络
Spheregan Pytorch Implementation 11 ⭐
Pytorch implementation of SphereGAN(Sphere Generative Adversarial Network Based on Geometric Moment Matching)
Medgan Tips 11 ⭐
[Python] Additional works on Edward Choi's medGAN (generative adversarial network for electronic health records). In particular: boosting the prediction score using dataset augmentation.
Variationalautoencoder 13 ⭐
An IPython notebook explaining the concepts of Variational Autoencoders and building one using Keras to generate new faces.