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remote-sensing

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techniques

satellite-image-deep-learning /techniques

Techniques for deep learning with satellite & aerial imagery

python machine-learning deep-neural-networks deep-learning pytorch sentinel dataset remote-sensing image-classification convolutional-neural-networks object-detection satellite-imagery datasets satellite-data earth-observation satellite-images

UpdatedNov 23, 2025

OSGeo /gdal

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

vector raster geospatial-data remote-sensing

UpdatedDec 17, 2025
C++

sahi

obss /sahi

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

python machine-learning computer-vision deep-learning satellite tiling pytorch remote-sensing coco object-detection hacktoberfest instance-segmentation explainable-ai large-image oriented-object-detection huggingface mmdetection small-object-detection fiftyone yolo11

UpdatedDec 15, 2025
Python

sacridini /Awesome-Geospatial

Long list of geospatial tools and resources

map machine-learning awesome deep-learning geospatial gis remote-sensing data-analysis awesome-list spatial-analysis spatial-data geotools geoprocessing earth-observation geospatial-analysis

UpdatedDec 5, 2025

awesome-satellite-imagery-datasets

chrieke /awesome-satellite-imagery-datasets

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

machine-learning computer-vision deep-learning remote-sensing object-detection satellite-imagery earth-observation instance-segmentation

UpdatedJul 14, 2022

geemap

gee-community /geemap

A Python package for interactive geospatial analysis and visualization with Google Earth Engine.

python data-science dataviz jupyter mapping geospatial jupyter-notebook gis image-processing landsat remote-sensing colab folium google-earth-engine ipywidgets earthengine ipyleaflet earth-engine streamlit streamlit-webapp

UpdatedDec 16, 2025
Python

torchgeo

torchgeo /torchgeo

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

computer-vision deep-learning geospatial models pytorch remote-sensing satellite-imagery datasets earth-observation transforms torchvision

UpdatedDec 16, 2025
Python

raster-vision

azavea /raster-vision

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

machine-learning computer-vision deep-learning geospatial pytorch remote-sensing classification object-detection semantic-segmentation

UpdatedSep 29, 2025
Python

wenhwu /awesome-remote-sensing-change-detection

A comprehensive and up-to-date compilation of datasets, tools, methods, review papers, and competitions for remote sensing change detection.

awesome deep-learning dataset remote-sensing change-detection

UpdatedNov 17, 2025

earthengine-py-notebooks

giswqs /earthengine-py-notebooks

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

python notebook geospatial gis tutorials remote-sensing google-earth-engine earthengine earth-engine notebook-jupyter

UpdatedMar 16, 2021
Jupyter Notebook

acgeospatial /awesome-earthobservation-code

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

awesome geospatial-data remote-sensing awesome-list satellite-imagery satellite-data google-earth-engine earth-observation

UpdatedOct 23, 2025
HTML

opengeos /Awesome-GEE

A curated list of Google Earth Engine resources

javascript python mapping geospatial jupyter-notebook gis remote-sensing google-earth-engine earthengine ipyleaflet earth-engine

UpdatedApr 30, 2024

jblindsay /whitebox-tools

An advanced geospatial data analysis platform

geospatial gis remote-sensing hydrology geoprocessing geomorphology geomorphometry

UpdatedFeb 7, 2025
Rust

awesome-spectral-indices

awesome-spectral-indices /awesome-spectral-indices

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

javascript python awesome radar gis raster landsat sentinel remote-sensing satellite-imagery modis google-earth-engine sentinel-2 earth-engine landsat-8 sentinel-1 geographic-information-systems landsat-7 spectral-indices spectral-index

UpdatedOct 11, 2025
Python

awesome-gee-community-datasets

samapriya /awesome-gee-community-datasets

Community Datasets added by users and made available for use at large

catalog geospatial gis geospatial-data remote-sensing awesome-list google-earth-engine googleearthengine open-datasets earth-engine community-datasets community-catalog

UpdatedDec 17, 2025
HTML

grass

OSGeo /grass

GRASS - free and open-source geospatial processing engine

python science data-science machine-learning jupyter vector geospatial parallel-computing gis image-processing raster spatial open-science remote-sensing arrays hacktoberfest earth-observation geospatial-analysis grass-gis timeseries-analysis

UpdatedDec 16, 2025
C

datasets

satellite-image-deep-learning /datasets

Datasets for deep learning with satellite & aerial imagery

sentinel remote-sensing satellite-imagery datasets satellite-data earth-observation

UpdatedOct 29, 2025

sentinelsat /sentinelsat

Search and download Copernicus Sentinel satellite images

sentinel open-data remote-sensing copernicus geographic-data satellite-imagery esa hacktoberfest

UpdatedOct 2, 2024
Python

giswqs /qgis-earthengine-examples

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

python gis image-processing qgis remote-sensing google-earth-engine geoprocessing earthengine earth-engine

UpdatedNov 5, 2021
Python

MinZHANG-WHU /Change-Detection-Review

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.

python review machine-learning caffe deep-learning code tensorflow matlab keras streetview pytorch artificial-intelligence remote-sensing unsupervised-learning sar open-datasets change-detection

UpdatedJul 30, 2021

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