TorchGeo: datasets, samplers, transforms, and pre-trained models for geospatial data
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GeoAI: Artificial Intelligence for Geospatial Data
- ai
- data-science
- geoai
- geopython
GlobalBuildingAtlas: an open global and complete dataset of building polygons, heights and LoD1 3D models
An open source library and framework for deep learning on satellite and aerial imagery.
Semantic segmentation on aerial and satellite imagery. Extracts features such as: buildings, parking lots, roads, water, clouds
- satellite-imagery
- aerial-imagery
- machine-learning
- segmentation
Earth observation processing framework for machine learning in Python
- machine-learning
- eo-data
- eo-research
- python-package
Python package for earth-observing satellite data processing
- python
- satellite
- weather
- hacktoberfest
GRASS - free and open-source geospatial processing engine
- grass-gis
- geospatial
- geospatial-analysis
- raster
framework for large-scale SAR satellite data processing
- radar
- sar
- gdal
- spatialite
Upload your own aerial images, position (rubbersheet) them in a web interface over existing map data, and share via web or composite and export for print.
- hacktoberfest