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Open-source intelligence for the global theater. Track everything from the corporate/private jets of the wealthy, and spy satellites, to seismic events in one unified interface. Hook an AI agent up to have it parse through data and find previously unseen correlations. The knowledge is available to all but rarely aggregated in the open, until now.
TorchGeo: datasets, samplers, transforms, and pre-trained models for geospatial data
A Python package for interactive geospatial analysis and visualization with Google Earth Engine.
Rasterio reads and writes geospatial raster datasets
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
Worldwide building footprints derived from satellite imagery
Train a deep learning net with OpenStreetMap features and satellite imagery.
Python package for earth-observing satellite data processing
Give satellite imagery, terrain data, buildings, streetview photos to your LLM
framework for large-scale SAR satellite data processing
A simple yet highly configurable Mastodon bot that posts geotagged aerial imagery of a random location in the world.