csjliang

SeeSR

[CVPR2024] SeeSR: Towards Semantics-Aware Real-World Image Super-Resolution

CCSR

Official codes of CCSR: Improving the Stability of Diffusion Models for Content Consistent Super-Resolution

diffusers

🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch and FLAX.

InternLM-XComposer

InternLM-XComposer-2.5: A Versatile Large Vision Language Model Supporting Long-Contextual Input and Output

ChineseBQB

🇨🇳 Chinese sticker pack,More joy / 表情包的博物馆, Github最有毒的仓库, **表情包大集合, 聚欢乐~

StableSR

[IJCV2024] Exploiting Diffusion Prior for Real-World Image Super-Resolution

ImageStackAlignator

Implementation of Google's Handheld Multi-Frame Super-Resolution algorithm (from Pixel 3 and Pixel 4 camera)

colour-demosaicing

CFA (Colour Filter Array) demosaicing algorithms for Python

pytorch-ssim

pytorch structural similarity (SSIM) loss

ReDegNet

From Face to Natural Image: Learning Real Degradation for Blind Image Super-Resolution (ECCV 2022)

mmdeploy

OpenMMLab Model Deployment Framework

hdrnet_legacy

An implementation of 'Deep Bilateral Learning for Real-Time Image Enhancements', SIGGRAPH 2017

fast-openISP

fast-openISP: a faster re-implementation of openISP

einops

Flexible and powerful tensor operations for readable and reliable code (for pytorch, jax, TF and others)

TinyNeuralNetwork

TinyNeuralNetwork is an efficient and easy-to-use deep learning model compression framework.

SimpleIR

A Simple framework for image restoration, it includes ECBSR, ELAN and other SOTAs.

GPEN

awesome-low-light-image-enhancement

This is a resouce list for low light image enhancement

ArbSR

[ICCV 2021] Learning A Single Network for Scale-Arbitrary Super-Resolution

latex_paper_writing_tips

Tips for Writing a Research Paper using LaTeX

liif

Learning Continuous Image Representation with Local Implicit Image Function, in CVPR 2021 (Oral)

Meta-SR-Pytorch

Meta-SR: A Magnification-Arbitrary Network for Super-Resolution (CVPR2019)

PyNET-PyTorch

Generating RGB photos from RAW image files with PyNET (PyTorch)

SAN

Second-order Attention Network for Single Image Super-resolution (CVPR-2019)

ncnn

ncnn is a high-performance neural network inference framework optimized for the mobile platform

PyTorch-StudioGAN

StudioGAN is a Pytorch library providing implementations of representative Generative Adversarial Networks (GANs) for conditional/unconditional image generation.

DASR

Official implementation of the paper 'Efficient and Degradation-Adaptive Network for Real-World Image Super-Resolution' in ECCV 2022

Awesome-Image-Quality-Assessment

A comprehensive collection of IQA papers

IQA-PyTorch

👁️ 🖼️ 🔥PyTorch Toolbox for Image Quality Assessment, including LPIPS, FID, NIQE, NRQM(Ma), MUSIQ, TOPIQ, NIMA, DBCNN, BRISQUE, PI and more...

BSRDM

Blind Image Super-resolution with Elaborate Degradation Modeling on Noise and Kernel (CVPR, 2022) (Pytorch)