Top 426 generative-adversarial-network open source projects

Disentangled Makeup Transfer with Generative Adversarial Network

videos, lectures, blogs for Deep Learning

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

Discovering Interpretable GAN Controls [NeurIPS 2020]

A Tensorflow implementation of the Text Conditioned Auxiliary Classifier Generative Adversarial Network for Generating Images from text descriptions (https://arxiv.org/abs/1703.06412)

Voice Conversion using Cycle GAN's For Non-Parallel Data

NIPS 2017: ALICE: Towards Understanding Adversarial Learning for Joint Distribution Matching

Toward Multimodal Image-to-Image Translation

Give a portrait face, move the gaze up

Code for "Generative Adversarial Training for Markov Chains" (ICLR 2017 Workshop)

MARTA GANs: Unsupervised Representation Learning for Remote Sensing Image Classification

Compute FID scores with PyTorch.

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

Conditional GAN for Anime face generation.

A large-scale face dataset for face parsing, recognition, generation and editing.

Code for paper "Sparsely Grouped Multi-task Generative Adversarial Networks for Facial Attribute Manipulation"

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

Image-to-image translation with conditional adversarial nets

Pix2Pix Image translation using conditional generative adversarial network - sketch to face

DNA-GAN: Learning Disentangled Representations from Multi-Attribute Images

Python codes in Machine Learning, NLP, Deep Learning and Reinforcement Learning with Keras and Theano

PyTorch implementation of Adversarially Learned Inference (BiGAN).

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

Composable GAN framework with api and user interface

A simple PyTorch Implementation of Generative Adversarial Networks, focusing on anime face drawing.

An implementation of CycleGan using TensorFlow

Pytorch implementation of Conditional Image Synthesis with Auxiliary Classifier GANs

Generative Adversarial Networks in Keras

[ICLR 2021, Spotlight] Large Scale Image Completion via Co-Modulated Generative Adversarial Networks

PyTorch implementation of Deterministic Generative Adversarial Imitation Learning (GAIL) for Off Policy learning

based on https://github.com/kwj2104/CPPN-WGAN, but on chineses fonts and improved architecture

Bringing Old Photo Back to Life (CVPR 2020 oral)

C++ Implementation of PyTorch Tutorials for Everyone

Official repository of JSI-GAN (Accepted at AAAI 2020).

This toolbox is support material for the book on CNN (http://www.convolution.network).

The codes of VAE-GAN model for 3d shape reconstruction from depth data

The implementation of Relativistic average GAN with Keras

Conversational AI Reading Materials

Deep generative models implemented with TensorFlow 2.0: eg. Restricted Boltzmann Machine (RBM), Deep Belief Network (DBN), Deep Boltzmann Machine (DBM), Convolutional Variational Auto-Encoder (CVAE), Convolutional Generative Adversarial Network (CGAN)

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

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

Tensorflow implementation for Paper "Learning Residual Images for Face Attribute Manipulation"

This is just a collection of projects that made during my DEEPLEARNING NANODEGREE by UDACITY

Reproduction code for WGAN-LP

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

Training a MNIST classifier, and use it to compute inception score (ICP)

Given an image and a target viewpoint, generate synthetic image in the target viewpoint

ICML 2019. Turn a pre-trained GAN model into a content-addressable model without retraining.

Contrastive unpaired image-to-image translation, faster and lighter training than cyclegan (ECCV 2020, in PyTorch)

An AI for Music Generation

List of useful data augmentation resources. You will find here some not common techniques, libraries, links to github repos, papers and others.

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

InstaGAN: Instance-aware Image Translation (ICLR 2019)

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

Tensorflow implementation of the SRGAN algorithm for single image super-resolution

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

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

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

[NeurIPS 2020] Differentiable Augmentation for Data-Efficient GAN Training

Generating Videos with Scene Dynamics. NIPS 2016.