This repository provides a comprehensive list of radar and optical satellite datasets curated for ship detection, classification, semantic segmentation, and instance segmentation tasks. These datasets are ideal for applications in computer vision, machine learning, remote sensing, and maritime analysis.

Algorithms and utilities for Synthetic Aperture Radar (SAR) sensors

A basic Python library to demonstrate reading, writing, display, and simple processing of complex SAR data using the NGA SICD standard.

Xarray backend to Copernicus Sentinel-1 satellite data products

A basic MATLAB library to demonstrate reading, writing, display, and simple processing of complex SAR data using the NGA SICD standard.

Flood Python Toolbox

Maritime vessel detection from remote sensing SAR data, based on the architectures of the Faster-RCNN and YOLOv5 networks.

Vessel Detection in Synthetic Aperture Radar(SAR) Images

Sensor Independent XML Library

Hephaestus: A large scale multitask dataset towards InSAR understanding

We’ve built a plug’n play Operation System (based on Debian Linux) with all the freely and openly available SAR processing software. No knowledge of installation steps needed, just download and get started with SAR data processing. SARbian is free for use in research, education or operational work.

Python Based Simulation and Analysis tool for Synthetic Aperture Radar

Speckle2Void: Deep Self-Supervised SAR Despeckling with Blind-Spot Convolutional Neural Networks

Code and data for Kuro Siwo flood mapping dataset

Machine Learning for Synthetic Aperture Radar Autofocus

Spekle reduction of SAR images in matlab using different custom-made filters: -Mean filter. -Frost filter. -Modified frost filter(added thresholds). -Lee filter(Using Masks, ENL ect). Note these fitlers are developed without the use of loops to make them faster.

Land Cover Change Detection using Satellite Image Segmentation.

NDSAR speckle filtering for multidimensional and single-channel SAR images

SAR2SAR: a self-supervised despeckling algorithm for SAR images - Notebook implementation usable on Google Colaboratory