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Furkan Gursoy

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#machine learning Preprint Oct 2026

CartoVec: General-Purpose Location Embeddings from Open Map Data

Geographic coordinates are common inputs in applied machine learning, but latitude and longitude describe position rather than the surrounding environment. Image-grounded location encoders learn this context from satellite or ground-level imagery; structured open map data offers another source of supervision whose util...

Furkan Gursoy · 0 citations