Introducing OlmoEarth embeddings: Custom embedding exports from OlmoEarth Studio for downstream analysis

Hugging Face · 2 months ago · 8

OlmoEarth Studio added the ability to compute and export custom embedding vectors for Earth-observation data using its open source OlmoEarth foundation models. The exported vectors are stored as signed 8-bit integers (int8) with values ranging from -127 to +127 and -128 reserved for nodata. Users can choose an area, time span (1–12 monthly periods), and encoder/resolution settings to generate on-demand embeddings (as Cloud-Optimized GeoTIFFs) for tasks like similarity search, few-shot segmentation, change detection, and PCA exploration.