tom666tom666

Awesome-diffusion-model-for-image-processing

one summary of diffusion-based image processing, including restoration, enhancement, coding, quality assessment

Awesome-Diffusion-Models

A collection of resources and papers on Diffusion Models

Awesome-Image-Inpainting

A curated list of image inpainting and video inpainting papers and resources

blur-kernel-space-exploring

Exploring Image Deblurring via Blur Kernel Space (CVPR'21)

BSRGAN

Designing a Practical Degradation Model for Deep Blind Image Super-Resolution (PyTorch) - We released the testing code!

CoTNet

This is an official implementation for "Contextual Transformer Networks for Visual Recognition".

DASR

Training and Testing codes for our paper "Real-world Image Super-resolution via Domain-distance Aware Training"

data-efficient-gans

[NeurIPS 2020] Differentiable Augmentation for Data-Efficient GAN Training

DCSR

[ICCV 2021 (Oral Presentation)] Dual-Camera Super-Resolution with Aligned Attention Modules (RefSR)

Decoupled-Contrastive-Learning

This repository is an implementation for the loss function proposed in https://arxiv.org/pdf/2110.06848.pdf.

DeepNude-an-Image-to-Image-technology

DeepNude's algorithm and general image generation theory and practice research, including pix2pix, CycleGAN, UGATIT, DCGAN, SinGAN, ALAE, mGANprior, StarGAN-v2 and VAE models (TensorFlow2 implementation). DeepNude的算法以及通用生成对抗网络（GAN,Generative Adversarial Network）图像生成的理论与实践研究。

DeFlow

Official implementation of the paper DeFlow: Learning Complex Image Degradations from Unpaired Data with Conditional Flows

EDSR-PyTorch

PyTorch version of the paper 'Enhanced Deep Residual Networks for Single Image Super-Resolution' (CVPRW 2017)

External-Attention-pytorch

Pytorch implementation of various Attention Mechanism

focal-frequency-loss

[ICCV 2021] Focal Frequency Loss for Image Reconstruction and Synthesis

gansformer

Generative Adversarial Transformers

Generalization-Causality

关于domain generalization，domain adaptation，causality，robutness，prompt，optimization，generative model各式各样研究的阅读笔记

HINet

ICCV2021-Single-Image-Desnowing-HDCWNet

This paper is accepted by ICCV 2021.

IICNet

[ICCV2021] IICNet: A Generic Framework for Reversible Image Conversion

KAIR

Image Restoration Toolbox (PyTorch). Training and testing codes for DPIR, USRNet, DnCNN, FFDNet, SRMD, DPSR, BSRGAN, SwinIR

Low-Level-Vision-Paper-Record

记录近期的 1) 图像/视频的超分增强等low level vision任务; 2) 图像生成 等任务相关论文, 主要为18年以后的DL based方法.

NCSR

Code for the CVPR2021 workshop paper "Noise Conditional Flow Model for Learning the Super-Resolution Space"

pytorch-fid

Compute FID scores with PyTorch.

Pytorch-UNet

PyTorch implementation of the U-Net for image semantic segmentation with high quality images

Simple-SR

Include MuCAN, LAPAR, etc.

stargan-v2

StarGAN v2 - Official PyTorch Implementation (CVPR 2020)

stylegan3

Official PyTorch implementation of StyleGAN3

taming-transformers

tuning_playbook

A playbook for systematically maximizing the performance of deep learning models.