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The Top 23 Remote Sensing Earth Observation Open Source Projects

Open source projects categorized as Remote Sensing Earth Observation
Categories > Earth Observation
Categories > Machine Learning > Remote Sensing
Techniques ⭐ 7,678
Techniques for deep learning with satellite & aerial imagery
most recent commit 17 days ago
Awesome Geospatial ⭐ 3,703
Long list of geospatial tools and resources
most recent commit 3 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
Torchgeo ⭐ 2,067
TorchGeo: datasets, samplers, transforms, and pre-trained models for geospatial data
dependent packages 4total releases 10most recent commit 3 months agopypi torchgeo} Downloads
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
Grass ⭐ 725
GRASS GIS - free and open-source geospatial processing engine
most recent commit 3 months ago
Custom Scripts ⭐ 629
A repository of custom scripts to be used with Sentinel Hub
most recent commit 3 months ago
Awesome Geospatial Companies ⭐ 576
🌐 List of 500+ geospatial companies (GIS, Earth Observation, UAV, Satellite, Digital Farming, ..)
most recent commit 3 months ago
Pyrosar ⭐ 449
framework for large-scale SAR satellite data processing
total releases 32most recent commit 3 months ago
Sits ⭐ 415
Satellite image time series in R
total releases 11most recent commit 4 months ago
Dea Notebooks ⭐ 399
Repository for Digital Earth Australia Jupyter Notebooks: tools and workflows for geospatial analysis with Open Data Cube and Xarray
total releases 99most recent commit 3 months ago
Datasets ⭐ 367
Datasets for deep learning with satellite & aerial imagery
most recent commit 4 months ago
Instancesegmentation_sentinel2 ⭐ 300
🌱 Deep Learning for Instance Segmentation of Agricultural Fields - Master thesis
most recent commit a year ago
Eodag ⭐ 278
Earth Observation Data Access Gateway
dependent packages 3total releases 69most recent commit 3 months agopypi eodag} Downloads
Sarsen ⭐ 241
Algorithms and utilities for Synthetic Aperture Radar (SAR) sensors
total releases 11most recent commit 3 months ago
Eoreader ⭐ 240
Remote-sensing opensource python library reading optical and SAR sensors, loading and stacking bands, clouds, DEM and spectral indices in a sensor-agnostic way.
dependent packages 2total releases 66most recent commit 4 months agopypi eoreader} Downloads
Awesome_satellite_benchmark_datasets ⭐ 231
Supplementary material for our paper "THERE IS NO DATA LIKE MORE DATA" is provided.
most recent commit 6 months ago
Xarray Sentinel ⭐ 210
Xarray backend to Copernicus Sentinel-1 satellite data products
dependent packages 1total releases 21most recent commit 3 months agopypi xarray-sentinel} Downloads
Awesome Dem ⭐ 207
Overview of Digital Elevation Model (DEM) datasets
most recent commit 2 years ago
Worldstrat ⭐ 197
The WorldStrat Dataset
most recent commit 5 months ago
Opensartoolkit ⭐ 192
High-level functionality for the inventory, download and pre-processing of Sentinel-1 data in the python language.
total releases 7most recent commit 4 months ago
Snap Engine ⭐ 175
ESA Earth Observation Toolbox and Java Development Platform
most recent commit 3 months ago
Landsatxplore ⭐ 168
Search and download Landsat scenes from EarthExplorer.
dependent packages 1total releases 14most recent commit 9 months agopypi landsatxplore} Downloads
The 10 Most Depended On Remote Sensing Earth Observation Open Source Projects
Torchgeo ⭐ 2,067
TorchGeo: datasets, samplers, transforms, and pre-trained models for geospatial data
dependent packages 4total releases 10latest release November 10, 2023most recent commit 3 months agopypi torchgeo} Downloads
Geodataflow ⭐ 52
Geoprocessing framework for geographical & Earth Observation (EO) data
dependent packages 4total releases 2latest release January 24, 2023most recent commit a year agopypi geodataflow.core} Downloads
Eodag ⭐ 278
Earth Observation Data Access Gateway
dependent packages 3total releases 69latest release November 20, 2023most recent commit 3 months agopypi eodag} Downloads
Openeo Python Client ⭐ 118
Python client API for OpenEO
dependent packages 3total releases 46latest release November 27, 2023most recent commit 3 months agopypi openeo} Downloads
Pylandsat ⭐ 28
Search, download, and preprocess Landsat imagery 🛰️
dependent packages 3total releases 5latest release March 12, 2021most recent commit 3 years agopypi pylandsat} Downloads
Geedim ⭐ 68
Search, composite, and download Google Earth Engine imagery.
dependent packages 2total releases 24latest release December 11, 2022most recent commit a month agopypi geedim} Downloads
Deck.gl Raster ⭐ 61
deck.gl layers and WebGL modules for client-side satellite imagery analysis
dependent packages 2total releases 6latest release September 07, 2020most recent commit a year agonpm @kylebarron/deck.gl-raster} Downloads
Landsatxplore ⭐ 168
Search and download Landsat scenes from EarthExplorer.
dependent packages 1total releases 14latest release February 25, 2021most recent commit 9 months agopypi landsatxplore} Downloads
Xarray Sentinel ⭐ 210
Xarray backend to Copernicus Sentinel-1 satellite data products
dependent packages 1total releases 21latest release November 18, 2022most recent commit 3 months agopypi xarray-sentinel} Downloads
The 10 Latest Releases In Remote Sensing Earth Observation Open Source Projects
Openeo Python Client ⭐ 118
Python client API for OpenEO
dependent packages 3total releases 46latest release November 27, 2023most recent commit 3 months agopypi openeo} Downloads
Eodal ⭐ 84
Earth Observation Data Analysis Library
total releases 5latest release November 24, 2023most recent commit 5 months ago
Pyrosar ⭐ 449
framework for large-scale SAR satellite data processing
total releases 32latest release November 23, 2023most recent commit 3 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 3 months ago
Eodag ⭐ 278
Earth Observation Data Access Gateway
dependent packages 3total releases 69latest release November 20, 2023most recent commit 3 months agopypi eodag} Downloads
Torchgeo ⭐ 2,067
TorchGeo: datasets, samplers, transforms, and pre-trained models for geospatial data
dependent packages 4total releases 10latest release November 10, 2023most recent commit 3 months agopypi torchgeo} Downloads
Sen2nbar ⭐ 37
Nadir BRDF Adjusted Reflectance (NBAR) for Sentinel-2 in Python
total releases 6latest release August 24, 2023most recent commit 8 months ago
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