House-Leo

GroupMamba

Official implementation of paper titled "GroupMamba: Parameter-Efficient and Accurate Group Visual State Space Model"

Awesome-RWKV-in-Vision

A curated list of papers on the applications of RWKV in computer vision.

MambaVision

Official PyTorch Implementation of MambaVision: A Hybrid Mamba-Transformer Vision Backbone

rawformer

Unpaired Raw-to-Raw Translation for Learnable Camera ISPs

OneRestore

[ECCV 2024] OneRestore: A Universal Restoration Framework for Composite Degradation

ELEDNet

Official repository for the paper, "Towards Real-world Event-guided Low-light Video Enhancement and Deblurring", ECCV 2024.

SMFANet

[ECCV 2024] SMFANet: A Lightweight Self-Modulation Feature Aggregation Network for Efficient Image Super-Resolution

Noise-DA

Denoising as Adaptation: Noise-Space Domain Adaptation for Image Restoration

ovsam

[arXiv preprint] The official code of paper "Open-Vocabulary SAM".

sidd-ground-truth-image-estimation

Ground truth image estimation used for the Smartphone Image Denoising Dataset (SIDD)

RDDM

CVPR 2024: Residual Denoising Diffusion Models

DiffUIR

The official implementation of the paper of CVPR2024: Selective Hourglass Mapping for Universal Image Restoration Based on Diffusion Model

Real-HDRV

CVPR 2024: Official repository of 'Towards Real-World HDR Video Reconstruction: A Large-Scale Benchmark Dataset and A Two-Stage Alignment Network'

DiffBIR

Official codes of DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior

UDR-Mixer

Towards Ultra-High-Definition Image Deraining: A Benchmark and An Efficient Method

Phased-Consistency-Model

Boosting the performance of consistency models with PCM!

PatchScaler

PatchScaler: An Efficient Patch-independent Diffusion Model for Super-Resolution

EVSSM

Efficient Visual State Space Model for Image Deblurring

handy_voting

handy tools for user study

torch-cam

Class activation maps for your PyTorch models (CAM, Grad-CAM, Grad-CAM++, Smooth Grad-CAM++, Score-CAM, SS-CAM, IS-CAM, XGrad-CAM, Layer-CAM)

Inf-DiT

Official implementation of Inf-DiT: Upsampling Any-Resolution Image with Memory-Efficient Diffusion Transformer

Awesome-All-In-One-Image-Restoration

This is a summary of research on All-In-One Image/Video Restoration. There may be omissions. If anything is missing please get in touch with us. Our emails: liboyun.gm@gmail.com; gouyuanbiao@gmail.com; haiyuzhao.gm@gmail.com; wangwenxin.gm@gmail.com

unprocessing

LED

[ICCV 2023] Lighting Every Darkness in Two Pairs: A Calibration-Free Pipeline for RAW Denoising && [Arxiv 2023] Make Explicit Calibration Implicit: Calibrate Denoiser Instead of the Noise Model

Open-Sora

Open-Sora: Democratizing Efficient Video Production for All

Mamba_State_Space_Model_Paper_List

[Mamba-Survey-2024] Paper list for State-Space-Model/Mamba and it's Applications

MiraData

Official repo for paper "MiraData: A Large-Scale Video Dataset with Long Durations and Structured Captions"

FMA-Net

[CVPR 2024 Oral] Official repository of FMA-Net

Mira

colormnet