frenshman

make_VOC2007

制作自己的VOC2007数据集用于faster-rcnn目标检测模型训练

DnCNN-PyTorch

PyTorch implementation of the TIP2017 paper "Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising"

DLGSANet

SCPGabNet

EWT-PyTorch

This repository is a PyTorch version of the paper "EWT: Efficient Wavelet-Transformer for Single Image Denoising"

DNF

[CVPR 2023 Highlight] DNF: Decouple and Feedback Network for Seeing in the Dark

chaiNNer

A node-based image processing GUI aimed at making chaining image processing tasks easy and customizable. Born as an AI upscaling application, chaiNNer has grown into an extremely flexible and powerful programmatic image processing application.

HAT

CVPR2023 - Activating More Pixels in Image Super-Resolution Transformer Arxiv - HAT: Hybrid Attention Transformer for Image Restoration

DiffPIR

"Denoising Diffusion Models for Plug-and-Play Image Restoration", Yuanzhi Zhu, Kai Zhang, Jingyun Liang, Jiezhang Cao, Bihan Wen, Radu Timofte, Luc Van Gool.

DualSR

Dual-Stage Approach Toward Hyperspectral Image Super-Resolution

MWDCNN

Multi-stage image denoising with the wavelet transform (Pattern Recognition 2022)

YoloV5_PyQt5

Add gui for YoloV5 using PyQt5

WeatherDiffusion

Code for "Restoring Vision in Adverse Weather Conditions with Patch-Based Denoising Diffusion Models" [TPAMI 2023]

FFDNet

FFDNet: Toward a Fast and Flexible Solution for CNN based Image Denoising (TIP, 2018)

new-Transweather

new-Transweather code with proper functioning

TransWeather

Pytorch Code for the paper TransWeather - CVPR 2022

n2v

This is the implementation of Noise2Void training.

MM-BSN

Official PyTorch implementation of "MM-BSN: Self-Supervised Image Denoising for Real-World with Multi-Mask based on Blind-Spot Network." in CVPRW 2023.

Neighbor2Neighbor

Neighbor2Neighbor: Self-Supervised Denoising from Single Noisy Images

NAFNet

The state-of-the-art image restoration model without nonlinear activation functions.

CSNorm

[ICCV 2023] Official Implementation of "Generalized Lightness Adaptation with Channel Selective Normalization"

image-denoising-benchmark

Benchmarking Denoising Algorithms with Real Photographs

RUAS

[CVPR 2021] This is the official code for the paper "Retinex-inspired Unrolling with Cooperative Prior Architecture Search for Low-light Image Enhancement"

LIME

Implementation of the paper, "LIME: Low-Light Image Enhancement via Illumination Map Estimation", which is for my graduation thesis.

KinD_plus

Beyond Brightening Low-light Images

Semantic-Guided-Low-Light-Image-Enhancement

This is the official Pytorch implementation for our paper "Semantic-Guided Zero-Shot Learning for Low-Light Image/Video Enhancement."

ACmix

Official repository of ACmix (CVPR2022)

SpatiallyAdaptiveSSID

Spatially Adaptive Self-Supervised Learning for Real-World Image Denoising (CVPR 2023)

200-Zero-Shot-Noise2Noise-Efficient-Image-Denoising-without-Any-Data

Zero-shot-Noise2Noise

根据CVPR2023论文Zero-shot Noise2Noise，复现了一个零样本、无假设的图像去噪模型