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

Given a simple anime line-art sketch the model outputs a decent colored anime image using Conditional-Generative Adversarial Networks (C-GANs) concept.

TensorFlow implementations of Wasserstein GAN with Gradient Penalty (WGAN-GP), Least Squares GAN (LSGAN), GANs with the hinge loss.

A Survey on Text-to-Image Generation/Synthesis.

A Pytorch implementation of "Deep Convolutional Generative Adversarial Networks"

This is the official GitHub repository for ECCV 2020 Workshop paper "Single image dehazing for a variety of haze scenarios using back projected pyramid network"

Tensorflow Implementation of Paper "Improved Training of Wasserstein GANs"

Two-stage GANs that generate fingerstyle guitarist images from audio.

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

SuperStyleNet: Deep Image Synthesis with Superpixel Based Style Encoder (BMVC 2021)

Path Planning using Generative Adversarial Network (GAN)

Official code (Pytorch) for paper Perception-Enhanced Single Image Super-Resolution via Relativistic Generative Networks

Out-of-Distribution Detection for Generalized Zero-Shot Action Recognition

StyleGAN Encoder - converts real images to latent space

Tensorflow Implementation of DiscoGAN

Adversarial learning framework to enhance long-tail recommendation in Neural Collaborative Filtering

Official PyTorch implementation of the paper: "DeepSIM: Image Shape Manipulation from a Single Augmented Training Sample" (ICCV 2021 Oral)

Text to Image Synthesis using Generative Adversarial Networks

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

A PyTorch implementation for Unsupervised Domain Adaptation by Backpropagation

Code snippets and solutions for the Introduction to Deep Learning and Neural Networks Course hosted in educative.io

No description or website provided.

Translate text to image in Keras using GAN and Word2Vec as well as recurrent neural networks

3D-aware GANs based on NeRF (arXiv).

Material de la charla "The bad guys in AI - atacando sistemas de machine learning"

No description or website provided.

Repository for MAD-GAN Paper done in ML CAMP Jeju

[CVPR 2021] EII: Image Inpainting with External-Internal Learning and Monochromic Bottleneck

Unofficial pytorch implementation of algorithms for domain adaptation

Benchmarking synthetic data generation methods.

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

Tensorflow-based framework to ease training of generative models

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

My pytorch implementation for GAN

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

Enhancing the BERT training with Semi-supervised Generative Adversarial Networks

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

my own deep learning mastery roadmap

Code to accompany our International Joint Conference on Neural Networks (IJCNN) paper entitled - Simulating Brain Signals: Creating Synthetic EEG Data via Neural-Based Generative Models for Improved SSVEP Classification

Performance comparison of existing GAN based Text To Image algorithms. (GAN-CLS, StackGAN, TAC-GAN)

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

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

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

Pytorch implementation of multitask CycleGAN with auxiliary classification loss

🐳 GAN implemented as Tensorflow 2.X

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

Pure tensorflow implementation of progressive growing of GANs

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

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

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

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

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

PyTorch study

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

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

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

Improving MMD-GAN training with repulsive loss function

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

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.