662 Open source projects that are alternatives of or similar to Gan Playground

TriangleGAN, ACM MM 2019.

🐳 GAN implemented as Tensorflow 2.X

Official pytorch implementation of paper "Image-to-image Translation via Hierarchical Style Disentanglement" (CVPR 2021 Oral).

Zero-Shot Text-to-Image Generation VQGAN+CLIP Dockerized

The goal of this survey is two-fold: (i) to present recent advances on adversarial machine learning (AML) for the security of RS (i.e., attacking and defense recommendation models), (ii) to show another successful application of AML in generative adversarial networks (GANs) for generative applications, thanks to their ability for learning (high-…

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

EigenGAN: Layer-Wise Eigen-Learning for GANs (ICCV 2021)

TensorFlow implementation [ICLR 18] "Learning Approximate Inference Networks for Structured Prediction"

Pure tensorflow implementation of progressive growing of GANs

A pytorch implementation of pix2pix + BEGAN (Boundary Equilibrium Generative Adversarial Networks)

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

DCGAN face generator 🧑.

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

A lightweight pix2pix Tensorflow implementation.

Whitening and Coloring transform for GANs

A PyTorch implementation for Unsupervised Domain Adaptation by Backpropagation

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

StarNet

HiFi-GAN: High Fidelity Denoising and Dereverberation Based on Speech Deep Features in Adversarial Networks

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

IS, FID score Pytorch and TF implementation, TF implementation is a wrapper of the official ones.

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

Code used for texture synthesis using GAN

VapourSynth Single Image Super-Resolution Generative Adversarial Network (GAN)

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

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

Pytorch implementations of most popular image-translation GANs, including Pixel2Pixel, CycleGAN and StarGAN.

implement infoGAN using pytorch

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

No description or website provided.

A simple library that implements CLIP guided loss in PyTorch.

[AAAI 2019] TET-GAN: Text Effects Transfer via Stylization and Destylization

PyTorch study

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

Repository for MAD-GAN Paper done in ML CAMP Jeju

Unofficial pytorch implementation of algorithms for domain adaptation

The simplest implementation toward the idea of Re-cycle GAN

Spectral Normalization and Projection Discriminator

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

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

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

Improving MMD-GAN training with repulsive loss function

Generative Models Tutorial with Demo: Bayesian Classifier Sampling, Variational Auto Encoder (VAE), Generative Adversial Networks (GANs), Popular GANs Architectures, Auto-Regressive Models, Important Generative Model Papers, Courses, etc..

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

Improving Document Binarization via Adversarial Noise-Texture Augmentation

Generate image from text with Generative Adversarial Network

🔥 PI-REC: Progressive Image Reconstruction Network With Edge and Color Domain. 🔥 图像翻译，条件GAN，AI绘画

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

MSG-GAN: Multi-Scale Gradients GAN (Architecture inspired from ProGAN but doesn't use layer-wise growing)

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

[ACCV 2018 Oral] Dual Generator Generative Adversarial Networks for Multi-Domain Image-to-Image Translation

Unofficial PyTorch implementation of "Progressive Growing of GANs for Improved Quality, Stability, and Variation".

A implementation of DCGAN (Deep Convolutional Generative Adversarial Networks) for CIFAR10 image

SMILE: Semantically-guided Multi-attribute Image and Layout Editing, ICCV Workshops 2021.

Face generator from sketches using cGAN (pix2pix) model

Pytorch official implementation of Anime to Real Clothing: Cosplay Costume Generation via Image-to-Image Translation.

Tensorflow Implementation for paper "self-supervised generative adversarial networks"

Code for "Training Generative Adversarial Networks with Binary Neurons by End-to-end Backpropagation"

Unpaired Caricature Generation with Multiple Exaggerations (TMM 2021)

Implementation of Conditional Generative Adversarial Networks in PyTorch