generative-adversarial-network
There are 2901 repositories under generative-adversarial-network topic.
gandissect
Pytorch-based tools for visualizing and understanding the neurons of a GAN. https://gandissect.csail.mit.edu/
musegan
An AI for Music Generation
gigagan-pytorch
Implementation of GigaGAN, new SOTA GAN out of Adobe. Culmination of nearly a decade of research into GANs
lightweight-gan
Implementation of 'lightweight' GAN, proposed in ICLR 2021, in Pytorch. High resolution image generations that can be trained within a day or two
data-augmentation-review
List of useful data augmentation resources. You will find here some not common techniques, libraries, links to GitHub repos, papers, and others.
BicycleGAN
Toward Multimodal Image-to-Image Translation
ydata-synthetic
Synthetic data generators for tabular and time-series data
animeGAN
A simple PyTorch Implementation of Generative Adversarial Networks, focusing on anime face drawing.
data-efficient-gans
[NeurIPS 2020] Differentiable Augmentation for Data-Efficient GAN Training
img2img-turbo
One-step image-to-image with Stable Diffusion turbo: sketch2image, day2night, and more
giraffe
This repository contains the code for the CVPR 2021 paper "GIRAFFE: Representing Scenes as Compositional Generative Neural Feature Fields"
awesome-colab-notebooks
Collection of google colaboratory notebooks for fast and easy experiments
HyperGAN
Composable GAN framework with api and user interface
Repo-2017
My first Python repo with codes in Machine Learning, NLP and Deep Learning with Keras and Theano
CycleGAN-TensorFlow
An implementation of CycleGan using TensorFlow
PyTorch-CycleGAN
A clean and readable Pytorch implementation of CycleGAN
CTGAN
Conditional GAN for generating synthetic tabular data.
image-to-image-papers
🦓<->🦒 🌃<->🌆 A collection of image to image papers with code (constantly updating)
stylegan-encoder
StyleGAN Encoder - converts real images to latent space
Anime-InPainting
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
PyTorch-RL
PyTorch implementation of Deep Reinforcement Learning: Policy Gradient methods (TRPO, PPO, A2C) and Generative Adversarial Imitation Learning (GAIL). Fast Fisher vector product TRPO.
pytorch-pretrained-BigGAN
🦋A PyTorch implementation of BigGAN with pretrained weights and conversion scripts.
gans-in-action
Companion repository to GANs in Action: Deep learning with Generative Adversarial Networks
hyperstyle
Official Implementation for "HyperStyle: StyleGAN Inversion with HyperNetworks for Real Image Editing" (CVPR 2022) https://arxiv.org/abs/2111.15666
DeblurGANv2
[ICCV 2019] "DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better" by Orest Kupyn, Tetiana Martyniuk, Junru Wu, Zhangyang Wang
Orion
A machine learning library for detecting anomalies in signals.
descript-audio-codec
State-of-the-art audio codec with 90x compression factor. Supports 44.1kHz, 24kHz, and 16kHz mono/stereo audio.
intro_dgm
"Deep Generative Modeling": Introductory Examples
Generative_Deep_Learning_2nd_Edition
The official code repository for the second edition of the O'Reilly book Generative Deep Learning: Teaching Machines to Paint, Write, Compose and Play.
CartoonGan-tensorflow
Generate your own cartoon-style images with CartoonGAN (CVPR 2018), powered by TensorFlow 2.0 Alpha.
PTI
Official Implementation for "Pivotal Tuning for Latent-based editing of Real Images" (ACM TOG 2022) https://arxiv.org/abs/2106.05744
clean-fid
PyTorch - FID calculation with proper image resizing and quantization steps [CVPR 2022]
context-encoder
[CVPR 2016] Unsupervised Feature Learning by Image Inpainting using GANs
TextGAN-PyTorch
TextGAN is a PyTorch framework for Generative Adversarial Networks (GANs) based text generation models.
SRGAN-tensorflow
Tensorflow implementation of the SRGAN algorithm for single image super-resolution