remote-sensing

Techniques for deep learning with satellite & aerial imagery

GDAL is an open source MIT licensed translator library for raster and vector geospatial data formats.

Long list of geospatial tools and resources

🛰️ List of satellite image training datasets with annotations for computer vision and deep learning

Framework agnostic sliced/tiled inference + interactive ui + error analysis plots

A Python package for interactive mapping with Google Earth Engine, ipyleaflet, and ipywidgets.

An open source library and framework for deep learning on satellite and aerial imagery.

TorchGeo: datasets, samplers, transforms, and pre-trained models for geospatial data

A collection of 360+ Jupyter Python notebook examples for using Google Earth Engine with interactive mapping

List of datasets, codes, and contests related to remote sensing change detection

A curated list of awesome tools, tutorials, code, projects, links, stuff about Earth Observation, Geospatial Satellite Imagery

Search and download Copernicus Sentinel satellite images

A collection of 300+ Python examples for using Google Earth Engine in QGIS

An advanced geospatial data analysis platform

A curated list of Google Earth Engine resources

This repo is the codebase for our team to participate in DOTA related competitions, including rotation and horizontal detection.

A review of change detection methods, including codes and open data sets for deep learning. From paper: change detection based on artificial intelligence: state-of-the-art and challenges.

GRASS GIS - free and open source Geographic Information System (GIS)

A ready-to-use curated list of Spectral Indices for Remote Sensing applications.

A repository of custom scripts to be used with Sentinel Hub