Working with and visualizing GeoFoundational AI embeddings (Zhengpeng Feng & Francis Gassert)
10 viewsPublished 5d
The Open-Earth Monitor Global Workshop 2026 "Next-Generation EO & GeoAI Built on Openness and Distributed Data" 7-9 October 2026, Barcelona, Spain https://earthmonitor.org/global-workshop-2026/ GeoFoundation embeddings encode huge amounts of Earth Observation data and by condensing this into a small vector of numbers, they can make many downstream analyses much easier to perform. However, the embeddings represent a latent state and as such can be abstract to understand. This workshop aims to demonstrate how embeddings can be used and explore how to visualize them and make them more usable.