Satellite Imagery-Based Global Location Embeddings for Diverse Downstream Tasks

SatCLIP, a global and general-purpose location encoder, learns an implicit representation of locations by matching satellite imagery with their geographic coordinates, enabling improved performance on a wide range of downstream tasks compared to existing location encoders.