hopesala

pytorch-book

PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation (《深度学习框架PyTorch：入门与实战》)

EfficientSCI-plus-plus

CTM-SCI

Pytorch code for the paper: "Unfolding Framework with Prior of Convolution-Transformer Mixture and Uncertainty Estimation for Video Snapshot Compressive Imaging" ICCV 2023

SASA

The implementation of the paper "SASA: Saliency-Aware Self-Adaptive Snapshot Compressive Imaging"

Torch-Pruning

[CVPR 2023] Towards Any Structural Pruning; LLMs / SAM / Diffusion / Transformers / YOLOv8 / CNNs

yolov9

Implementation of paper - YOLOv9: Learning What You Want to Learn Using Programmable Gradient Information

pykan

Kolmogorov Arnold Networks

DeepOpticsSCI

Source code and pre-trained models for ICCV 2023 paper "Deep Optics for Video Snapshot Compressive Imaging".

DeepSCI

SSPOR_pub

This repository contains Matlab code to reproduce results for the sparse sensor placement optimization for reconstruction (SSPOR) algorithm.

DiffBIR

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

SUPIR

SUPIR aims at developing Practical Algorithms for Photo-Realistic Image Restoration In the Wild

BiT

[CVPR2023] Blur Interpolation Transformer for Real-World Motion from Blur

DeFMO

[CVPR 2021] DeFMO: Deblurring and Shape Recovery of Fast Moving Objects

DeblurGAN_V3

DeblurGANv2

[ICCV 2019] "DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better" by Orest Kupyn, Tetiana Martyniuk, Junru Wu, Zhangyang Wang

mmrotate

OpenMMLab Rotated Object Detection Toolbox and Benchmark

LSKNet

(ICCV 2023) Large Selective Kernel Network for Remote Sensing Object Detection

SCINeRF

[CVPR 2024 Highlight] SCINeRF: Neural Radiance Fields from a Snapshot Compressive Image

segment-anything

The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.

Tensor-FISTA-Net

OpenSceneGraph

OpenSceneGraph git repository

RemoteGLM

用于遥感图像场景分析的中文多模态大模型 | Chinese multimodal large-scale model for remote sensing image scene analysis

jurassic

The Juelich Rapid Spectral Simulation Code (JURASSIC) is a fast infrared radiative transfer model for the analysis of atmospheric remote sensing measurements.

Image-Downloader

Download images from Google, Bing, Baidu. 谷歌、百度、必应图片下载.

awesome-model-quantization

A list of papers, docs, codes about model quantization. This repo is aimed to provide the info for model quantization research, we are continuously improving the project. Welcome to PR the works (papers, repositories) that are missed by the repo.

BBCU

This project is the official implementation of 'Basic Binary Convolution Unit for Binarized Image Restoration Network', ICLR2023

BiSCI

A Toolbox for Binarized Spectral Compressive Imaging (NeurIPS 2023)

MST

A toolbox for spectral compressive imaging reconstruction including MST (CVPR 2022), CST (ECCV 2022), DAUHST (NeurIPS 2022), BiSCI (NeurIPS 2023), HDNet (CVPR 2022), MST++ (CVPRW 2022), etc.

Restormer

[CVPR 2022--Oral] Restormer: Efficient Transformer for High-Resolution Image Restoration. SOTA for motion deblurring, image deraining, denoising (Gaussian/real data), and defocus deblurring.