GroundWork
A free tool to label drone, aerial, and satellite imagery
GroundWork launched on April 25, 2020 with 101 votes, #482 of 5,003 launches that month and more than 75% of that year's launches. The site was still online in September 2026, 6 years on.
What it does
GroundWork makes it easy to label geospatial imagery and is now accessible to everyone! It supports efficient annotation workflows for several kinds of datasets - semantic segmentation, object detection and image classification.
Queryable Earth
Natural Language Geocoding is an open source Python library and geocoding database that converts natural language descriptions of areas on Earth into precise geometry. Rather than limiting users to simple place names, it enables complex spatial descriptions by leveraging LLMs to generate graphs of spatial operations, including place lookups, boundary calculations, coastline analysis, unions, intersections, differences, buffers, and more. This site is intended to operate in a demo capacity to demonstrate Element 84’s work on natural language geocoding and Queryable Earth. For dedicated access, please reach out to our team on our contact us page . Explore how natural language geocoding…from element84.com
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