Introducing OlmoEarth embeddings: Custom embedding exports from OlmoEarth Studio for downstream analysis
Organizations can now extract specialized vector representations from satellite imagery data, enabling integration into their own analysis pipelines without relying on external services.
Get smart on it
OlmoEarth Studio, a platform for building Earth observation models, now allows users to compute and export embedding vectors, which are compact numerical representations of Earth-observation data. These embeddings support downstream tasks including similarity search, segmentation, and unsupervised exploration, with locations having similar surface characteristics producing similar vectors. The embeddings are exported as lightweight Cloud-Optimized GeoTIFFs that users can customize by area of interest, time range, encoder variant, resolution, and imagery sources. Because embeddings are generated on demand rather than pulled from pre-computed archives, they reflect exactly the conditions of interest and can capture seasonal dynamics through monthly generation rather than just annual snapshots.
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