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The Top 23 Remote Sensing Satellite Imagery Open Source Projects

Open source projects categorized as Remote Sensing Satellite Imagery
Categories > Machine Learning > Remote Sensing
Categories > Mapping > Satellite Imagery
Techniques ⭐ 7,678
Techniques for deep learning with satellite & aerial imagery
most recent commit 15 days 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
Sentinelsat ⭐ 930
Search and download Copernicus Sentinel satellite images
dependent packages 18total releases 41most recent commit 5 months agopypi sentinelsat} Downloads
Awesome Spectral Indices ⭐ 751
A ready-to-use curated list of Spectral Indices for Remote Sensing applications.
most recent commit 15 days ago
Coastsat ⭐ 592
Global shoreline mapping tool from satellite imagery
dependent packages 2total releases 47most recent commit 3 months agopypi coastsat-package} Downloads
Notebooks ⭐ 567
interactive notebooks from Planet Engineering
most recent commit 5 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
Eemont ⭐ 383
A python package that extends Google Earth Engine.
dependent packages 4total releases 18most recent commit 3 months agopypi eemont} Downloads
Datasets ⭐ 367
Datasets for deep learning with satellite & aerial imagery
most recent commit 4 months ago
Label Maker ⭐ 358
Data Preparation for Satellite Machine Learning
total releases 18most recent commit 3 years ago
Satellite Imagery Datasets Containing Ships ⭐ 340
A list of radar and optical satellite datasets for ship detection, classification, semantic segmentation and instance segmentation tasks.
most recent commit 25 days ago
Changeformer ⭐ 335
[IGARSS'22]: A Transformer-Based Siamese Network for Change Detection
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
Pythonfromspace ⭐ 298
Python Examples for Remote Sensing
most recent commit 6 years ago
Torchsat ⭐ 285
🔥TorchSat 🌏 is an open-source deep learning framework for satellite imagery analysis based on PyTorch.
total releases 4most recent commit 4 years 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 3 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
Remote Sensing Deep Learning ⭐ 222
most recent commit 3 years 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
The 10 Most Depended On Remote Sensing Satellite Imagery Open Source Projects
Sentinelsat ⭐ 930
Search and download Copernicus Sentinel satellite images
dependent packages 18total releases 41latest release March 06, 2017most recent commit 5 months agopypi sentinelsat} Downloads
Geoblaze ⭐ 156
Blazing Fast JavaScript Raster Processing Engine
dependent packages 7total releases 51latest release November 29, 2023most recent commit 4 months agonpm geoblaze} Downloads
Eemont ⭐ 383
A python package that extends Google Earth Engine.
dependent packages 4total releases 18latest release January 23, 2023most recent commit 3 months agopypi eemont} 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
Eodag ⭐ 278
Earth Observation Data Access Gateway
dependent packages 3total releases 69latest release November 20, 2023most recent commit 3 months agopypi eodag} Downloads
Spyndex ⭐ 170
Awesome Spectral Indices in Python.
dependent packages 2total releases 10latest release January 23, 2023most recent commit 15 days agopypi spyndex} Downloads
Ee_extra ⭐ 57
A ninja python package that unifies the Google Earth Engine ecosystem.
dependent packages 2total releases 9latest release July 27, 2022most recent commit 3 months ago
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
Coastsat ⭐ 592
Global shoreline mapping tool from satellite imagery
dependent packages 2total releases 47latest release December 09, 2023most recent commit 3 months agopypi coastsat-package} Downloads
The 10 Latest Releases In Remote Sensing Satellite Imagery Open Source Projects
Coastsat ⭐ 592
Global shoreline mapping tool from satellite imagery
dependent packages 2total releases 47latest release December 09, 2023most recent commit 3 months agopypi coastsat-package} Downloads
Geoblaze ⭐ 156
Blazing Fast JavaScript Raster Processing Engine
dependent packages 7total releases 51latest release November 29, 2023most recent commit 4 months agonpm geoblaze} Downloads
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
Orthoseg ⭐ 18
OrthoSeg makes it easy to train neural networks to segment orthophotos.
total releases 50latest release July 27, 2023most recent commit 4 months ago
Unetseg ⭐ 26
U-Net semantic segmentation for satellite imagery
total releases 19latest release June 29, 2023most recent commit 10 months ago
Modistsp ⭐ 146
An "R" package for automatic download and preprocessing of MODIS Land Products Time Series
total releases 19latest release June 12, 2023most recent commit 6 months ago
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