destructive-observer

BasicSR

Open Source Image and Video Restoration Toolbox for Super-resolution, Denoise, Deblurring, etc. Currently, it includes EDSR, RCAN, SRResNet, SRGAN, ESRGAN, EDVR, etc. Also support StyleGAN2, DFDNet.

CrossViT-pytorch

Implementation of CrossViT: Cross-Attention Multi-Scale Vision Transformer for Image Classification

DCGAN-LSGAN-WGAN-GP-DRAGAN-Pytorch

DCGAN LSGAN WGAN-GP DRAGAN PyTorch

DCGAN-tensorflow

A tensorflow implementation of "Deep Convolutional Generative Adversarial Networks"

ESRGAN

ECCV18 Workshops - Enhanced SRGAN. Champion PIRM Challenge on Perceptual Super-Resolution. The training codes are in BasicSR.

Gan

a gan network for study

gansformer

Generative Adversarial Transformers

guided-diffusion

housegan

House-GAN: Relational Generative Adversarial Networks for Graph-constrained House Layout Generation

icfg

improved cfg

icfg_diffusion

ImageProcessingTransformer

Third party Pytorch implement of Image Processing Transformer (Pre-Trained Image Processing Transformer arXiv:2012.00364v2)

liif

Learning Continuous Image Representation with Local Implicit Image Function

pytorch-CycleGAN-and-pix2pix

Image-to-Image Translation in PyTorch

pytorch-fid

Compute FID scores with PyTorch.

PyTorch-progressive_growing_of_gans

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

PyTorch-VAE

A Collection of Variational Autoencoders (VAE) in PyTorch.

Pytorch_Transformer_GAN

sefa

[CVPR 2021] Closed-Form Factorization of Latent Semantics in GANs

Self-Attention-GAN

Pytorch implementation of Self-Attention Generative Adversarial Networks (SAGAN)

SinGAN

Official pytorch implementation of the paper: "SinGAN: Learning a Generative Model from a Single Natural Image"

siren

Official implementation of "Implicit Neural Representations with Periodic Activation Functions"

slambook

study_resources

study rsources of model and engineering

stylegan2-pytorch

Simplest working implementation of Stylegan2, state of the art generative adversarial network, in Pytorch. Enabling everyone to experience disentanglement

The-Art-of-Linear-Algebra

Graphic notes on Gilbert Strang's "Linear Algebra for Everyone"

UltraSR-Arbitrary-Scale-Super-Resolution

[Preprint] UltraSR: Spatial Encoding is a Missing Key for Implicit Image Function-based Arbitrary-Scale Super-Resolution, 2021

vision_transformer

vit-pytorch

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

WGAN-VGG

Pytorch Implementation of Low Dose CT Image Denoising Using a Generative Adversarial Network with Wasserstein Distance and Perceptual Loss