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The Top 23 Remote Sensing Open Source Projects

Open source projects categorized as Remote Sensing
Categories > Machine Learning > Remote Sensing
Techniques ⭐ 7,795
Techniques for deep learning with satellite & aerial imagery
most recent commit a month ago
Gdal ⭐ 4,523
GDAL is an open source MIT licensed translator library for raster and vector geospatial data formats.
dependent packages 60total releases 36most recent commit a month ago
Awesome Geospatial ⭐ 3,703
Long list of geospatial tools and resources
most recent commit 5 months ago
Awesome Satellite Imagery Datasets ⭐ 3,381
🛰️ List of satellite image training datasets with annotations for computer vision and deep learning
most recent commit 2 years ago
Sahi ⭐ 3,340
Framework agnostic sliced/tiled inference + interactive ui + error analysis plots
dependent packages 12total releases 101most recent commit 5 months agopypi sahi} Downloads
Geemap ⭐ 3,159
A Python package for interactive geospatial analysis and visualization with Google Earth Engine.
dependent packages 22total releases 173most recent commit 2 months agopypi geemap} Downloads
Torchgeo ⭐ 2,067
TorchGeo: datasets, samplers, transforms, and pre-trained models for geospatial data
dependent packages 4total releases 10most recent commit 5 months agopypi torchgeo} Downloads
Raster Vision ⭐ 1,956
An open source library and framework for deep learning on satellite and aerial imagery.
dependent packages 7total releases 11most recent commit 5 months agopypi rastervision-pipeline} Downloads
Awesome Remote Sensing Change Detection ⭐ 1,353
List of datasets, codes, and contests related to remote sensing change detection
most recent commit 6 months ago
Awesome Earthobservation Code ⭐ 936
A curated list of awesome tools, tutorials, code, projects, links, stuff about Earth Observation, Geospatial Satellite Imagery
most recent commit a year ago
Sentinelsat ⭐ 930
Search and download Copernicus Sentinel satellite images
dependent packages 18total releases 41most recent commit 7 months agopypi sentinelsat} Downloads
Whitebox Tools ⭐ 815
An advanced geospatial data analysis platform
total releases 2most recent commit 7 months ago
Earthengine Py Notebooks ⭐ 807
A collection of 360+ Jupyter Python notebook examples for using Google Earth Engine with interactive mapping
most recent commit 3 years ago
Awesome Spectral Indices ⭐ 764
A ready-to-use curated list of Spectral Indices for Remote Sensing applications.
most recent commit a month ago
Grass ⭐ 725
GRASS GIS - free and open-source geospatial processing engine
most recent commit 5 months ago
Dota Doai ⭐ 676
This repo is the codebase for our team to participate in DOTA related competitions, including rotation and horizontal detection.
most recent commit a year ago
Awesome Gee ⭐ 670
A curated list of Google Earth Engine resources
most recent commit 2 years ago
Awesome Gee Community Datasets ⭐ 650
Community Datasets added by users and made available for use at large
most recent commit 5 months ago
Custom Scripts ⭐ 629
A repository of custom scripts to be used with Sentinel Hub
most recent commit 5 months ago
Coastsat ⭐ 592
Global shoreline mapping tool from satellite imagery
dependent packages 2total releases 47most recent commit 5 months agopypi coastsat-package} Downloads
Gghl ⭐ 584
This is the implementation of GGHL (A General Gaussian Heatmap Label Assignment for Arbitrary-Oriented Object Detection)
most recent commit a year ago
Farmvibes Ai ⭐ 580
FarmVibes.AI: Multi-Modal GeoSpatial ML Models for Agriculture and Sustainability
most recent commit 5 months ago
Awesome Geospatial Companies ⭐ 576
🌐 List of 500+ geospatial companies (GIS, Earth Observation, UAV, Satellite, Digital Farming, ..)
most recent commit 5 months ago
The 10 Most Depended On Remote Sensing Open Source Projects
Gdal ⭐ 4,523
GDAL is an open source MIT licensed translator library for raster and vector geospatial data formats.
dependent packages 60total releases 36latest release August 04, 2023most recent commit a month ago
Geemap ⭐ 3,159
A Python package for interactive geospatial analysis and visualization with Google Earth Engine.
dependent packages 22total releases 173latest release November 27, 2023most recent commit 2 months agopypi geemap} Downloads
Sentinelsat ⭐ 930
Search and download Copernicus Sentinel satellite images
dependent packages 18total releases 41latest release March 06, 2017most recent commit 7 months agopypi sentinelsat} Downloads
Datacube Core ⭐ 470
Open Data Cube analyses continental scale Earth Observation data through time
dependent packages 18total releases 41latest release November 08, 2023most recent commit 5 months agopypi datacube} Downloads
Sahi ⭐ 3,340
Framework agnostic sliced/tiled inference + interactive ui + error analysis plots
dependent packages 12total releases 101latest release November 05, 2023most recent commit 5 months agopypi sahi} Downloads
Lidr ⭐ 566
Airborne LiDAR data manipulation and visualisation for forestry application
dependent packages 12total releases 47latest release September 07, 2023most recent commit a month ago
Whitebox Python ⭐ 364
WhiteboxTools Python Frontend
dependent packages 9total releases 39latest release March 29, 2023most recent commit a year agopypi whitebox} Downloads
Rstoolbox ⭐ 246
Remote Sensing Data Analysis in R 🛰
dependent packages 8total releases 17latest release March 07, 2022most recent commit 5 months ago
Geoblaze ⭐ 156
Blazing Fast JavaScript Raster Processing Engine
dependent packages 7total releases 51latest release November 29, 2023most recent commit 6 months agonpm geoblaze} Downloads
Raster Vision ⭐ 1,956
An open source library and framework for deep learning on satellite and aerial imagery.
dependent packages 7total releases 11latest release October 17, 2023most recent commit 5 months agopypi rastervision-pipeline} Downloads
The 10 Latest Releases In Remote Sensing Open Source Projects
Coastsat ⭐ 592
Global shoreline mapping tool from satellite imagery
dependent packages 2total releases 47latest release December 09, 2023most recent commit 5 months agopypi coastsat-package} Downloads
Earthaccess ⭐ 335
Python Library for NASA Earthdata APIs
dependent packages 3total releases 13latest release December 06, 2023most recent commit 3 months agopypi earthaccess} Downloads
Geoblaze ⭐ 156
Blazing Fast JavaScript Raster Processing Engine
dependent packages 7total releases 51latest release November 29, 2023most recent commit 6 months agonpm geoblaze} Downloads
Openeo Python Client ⭐ 118
Python client API for OpenEO
dependent packages 3total releases 46latest release November 27, 2023most recent commit 5 months agopypi openeo} Downloads
Geemap ⭐ 3,159
A Python package for interactive geospatial analysis and visualization with Google Earth Engine.
dependent packages 22total releases 173latest release November 27, 2023most recent commit 2 months agopypi geemap} Downloads
Eodal ⭐ 84
Earth Observation Data Analysis Library
total releases 5latest release November 24, 2023most recent commit 7 months ago
Pyrosar ⭐ 449
framework for large-scale SAR satellite data processing
total releases 32latest release November 23, 2023most recent commit 5 months ago
Mintpy ⭐ 536
Miami InSAR time-series software in Python
total releases 13latest release November 23, 2023most recent commit 2 months ago
Up42 Py ⭐ 131
:earth_americas: Python SDK for UP42, the geospatial marketplace and developer platform.
total releases 56latest release November 22, 2023most recent commit 5 months ago
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