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The Top 23 Satellite Imagery Earth Observation Open Source Projects

Open source projects categorized as Satellite Imagery Earth Observation
Categories > Earth Observation
Categories > Mapping > Satellite Imagery
Techniques ⭐ 7,678
Techniques for deep learning with satellite & aerial imagery
most recent commit a month 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
Felicette ⭐ 1,751
Satellite imagery for dummies.
total releases 14most recent commit 2 years 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
Stac Spec ⭐ 685
SpatioTemporal Asset Catalog specification - making geospatial assets openly searchable and crawlable
most recent commit 6 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
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
Python Resources For Earth Sciences ⭐ 231
A Curated List of Python Resources for Earth Sciences
most recent commit 4 months ago
Xarray Sentinel ⭐ 210
Xarray backend to Copernicus Sentinel-1 satellite data products
dependent packages 1total releases 21most recent commit 4 months agopypi xarray-sentinel} Downloads
Worldstrat ⭐ 197
The WorldStrat Dataset
most recent commit 5 months ago
Satellite_imagery_python ⭐ 126
Sample sample scripts and notebooks on processing satellite imagery
most recent commit 2 years ago
Iris ⭐ 105
Semi-automatic tool for manual segmentation of multi-spectral and geo-spatial imagery.
most recent commit 5 months ago
Scikit Eo ⭐ 83
A Python package for Remote Sensing Data Analysis
most recent commit 8 months ago
Geedim ⭐ 68
Search, composite, and download Google Earth Engine imagery.
dependent packages 2total releases 24most recent commit a month agopypi geedim} Downloads
Julia_geospatial ⭐ 62
Examples for a blog series on Geospatial Julia using ArchGDAL
most recent commit a year ago
Crop Type Detection Iclr 2020 ⭐ 62
Winning Solutions from Crop Type Detection Competition at CV4A workshop, ICLR 2020
most recent commit 4 years ago
Deck.gl Raster ⭐ 61
deck.gl layers and WebGL modules for client-side satellite imagery analysis
dependent packages 2total releases 6most recent commit a year agonpm @kylebarron/deck.gl-raster} Downloads
The 6 Most Depended On Satellite Imagery 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
Eodag ⭐ 278
Earth Observation Data Access Gateway
dependent packages 3total releases 69latest release November 20, 2023most recent commit 3 months agopypi eodag} 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
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
Xarray Sentinel ⭐ 210
Xarray backend to Copernicus Sentinel-1 satellite data products
dependent packages 1total releases 21latest release November 18, 2022most recent commit 4 months agopypi xarray-sentinel} Downloads
The 10 Latest Releases In Satellite Imagery Earth Observation Open Source Projects
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
Geetiles ⭐ 29
download Google Earth Engine datasets to tiles as geotiff arrays
total releases 6latest release August 16, 2023most recent commit 9 months ago
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
Xarray Sentinel ⭐ 210
Xarray backend to Copernicus Sentinel-1 satellite data products
dependent packages 1total releases 21latest release November 18, 2022most recent commit 4 months agopypi xarray-sentinel} Downloads
Sits ⭐ 415
Satellite image time series in R
total releases 11latest release January 28, 2022most recent commit 4 months ago
Eodag Labextension ⭐ 15
Jupyterlab extension for EODAG search
total releases 5latest release January 07, 2022most recent commit 4 months ago
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