410 Open source projects that are alternatives of or similar to ArtGAN

Unofficial pytorch implementation of algorithms for domain adaptation

Implementation of Conditional Generative Adversarial Networks in PyTorch

Benchmarking synthetic data generation methods.

Generative Adversarial Networks in TensorFlow 2.0

PyTorch implementation of "Wasserstein-2 Generative Networks" (ICLR 2021)

speech enhancement GAN on waveform/log-power-spectrum data using Improved WGAN

Tensorflow-based framework to ease training of generative models

This is the official implementation of our neural-network-based fast diffuse room impulse response generator (FAST-RIR) for generating room impulse responses (RIRs) for a given acoustic environment.

Implementation of a GAN that generates video using LSTM and ConvNet in Tensorflow

A sketch extractor for anime/illustration.

My pytorch implementation for GAN

MultiGraphGAN for predicting multiple target graphs from a source graph using geometric deep learning.

CharacterGAN: Few-Shot Keypoint Character Animation and Reposing (Best Paper WACV 2022)

PyTorch implementation of GANs (Generative Adversarial Networks). DCGAN, Pix2Pix, CycleGAN, SRGAN

Enhancing the BERT training with Semi-supervised Generative Adversarial Networks

If you've always wanted to learn about deep-learning but don't know where to start, then you might have stumbled upon the right place!

Learning to Avoid Errors in GANs by Input Space Manipulation (Code for paper)

MTSS-GAN: Multivariate Time Series Simulation with Generative Adversarial Networks (by @firmai)

Automatic feature engineering using Generative Adversarial Networks using Deeplearning4j and Apache Spark.

my own deep learning mastery roadmap

Synthetic Data Generation for mixed-type, multivariate time series.

A repo containing code covering various aspects of deep learning on Pytorch. Great for beginners and intermediate in the field

GPU Framework for Radio Astronomical Image Synthesis

Programming assignments and quizzes from all courses within the GANs specialization offered by deeplearning.ai

CoCosNet v2: Full-Resolution Correspondence Learning for Image Translation

🤖A list of resources to help anyone getting started with GANs 🤖

Invert and perturb GAN images for test-time ensembling

Official Implementation for "HyperStyle: StyleGAN Inversion with HyperNetworks for Real Image Editing" (CVPR 2022) https://arxiv.org/abs/2111.15666

A curated list of dedicated resources and applications

Pytorch implementation of multitask CycleGAN with auxiliary classification loss

A PyTorch reimplementation for paper Generative Image Inpainting with Contextual Attention (https://arxiv.org/abs/1801.07892)

🐳 GAN implemented as Tensorflow 2.X

Everything about Generative Adversarial Networks

[ICML2020] "AutoGAN-Distiller: Searching to Compress Generative Adversarial Networks" by Yonggan Fu, Wuyang Chen, Haotao Wang, Haoran Li, Yingyan Lin, Zhangyang Wang

Stacked Generative Adversarial Networks

Pure tensorflow implementation of progressive growing of GANs

GIF is a photorealistic generative face model with explicit 3D geometric and photometric control.

Listing my favorite research papers 📝 from different fields as I read them.

Image-to-Image Translation in PyTorch

Tensorflow implementation of paper "unsupervised image to image translation networks"

On the "steerability" of generative adversarial networks

CycleGAN based neural network architecture to change the gender of a person’s face

Master Thesis on Bayesian Convolutional Neural Network using Variational Inference

Code for “Convolutional Generative Adversarial Networks with Binary Neurons for Polyphonic Music Generation”

ICCV 2019 (oral) RankSRGAN: Generative Adversarial Networks with Ranker for Image Super-Resolution. PyTorch implementation

Codes of the paper "Adversarial Binary Coding for Efficient Person Re-identification"

Cross-domain Correspondence Learning for Exemplar-based Image Translation. (CVPR 2020 Oral)

PyTorch study

Vanilla GAN implemented on top of keras/tensorflow enabling rapid experimentation & research. Branches correspond to implementations of stable GAN variations (i.e. ACGan, InfoGAN) and other promising variations of GANs like conditional and Wasserstein.

Designed to take you from zero experience to GANs within a week.

Rethinking Image Inpainting via a Mutual Encoder Decoder with Feature Equalizations. ECCV 2020 Oral

This repository is a non-official implementation of TimeGAN (Yoon et al., NIPS2019) using PyTorch.

iSeeBetter: Spatio-Temporal Video Super Resolution using Recurrent-Generative Back-Projection Networks | Python3 | PyTorch | GANs | CNNs | ResNets | RNNs | Published in Springer Journal of Computational Visual Media, September 2020, Tsinghua University Press

A data-driven approach for interactively synthesizing diverse images from semantic label maps.

Generate image from text with Generative Adversarial Network

Improving MMD-GAN training with repulsive loss function

cRNN-GAN to generate music by training on instrumental music (midi)

Low-dose CT via Transfer Learning from a 2D Trained Network, In IEEE TMI 2018

Pretrained GANs + VAEs + classifiers for MNIST/CIFAR in pytorch.

This repository contains a new adversarial training method for Generative Conversational Agents