OlmoEarth Studio introduced custom embedding vector exports from OlmoEarth foundation models as Cloud-Optimized GeoTIFFs for downstream geospatial analysis.

Key Details

• Users can compute and export embedding vectors generated by open-source OlmoEarth foundation models
• Supports multiple encoder variants including Nano (1.4M parameters), Tiny (6.2M parameters), and Base (89M parameters)
• Outputs Cloud-Optimized GeoTIFFs (COGs) with one band per embedding dimension encoded as signed 8-bit integers
• Supports downstream tasks including similarity search, few-shot segmentation, change detection, and unsupervised PCA exploration

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