Space Scout Find places like this one · three embedding models
Find every kiln like these three. The map already shows a search from three brick kilns near Ahmedabad. Switch Embedding model to see what each model finds, or press Compare all models. Tap a place, then + Positive (more like this) or − Negative (not this), and search again. Try another Area: the same kiln examples, 800–1,500 km away.

Prepared search area

ESRI satellite imagery
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Patch similarity
LowerHigher

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Side by side

Same area, same examples, every model. Top distinct places from each.

Ranked candidates

Distinct nearby matches, highest similarity first. Unreviewed.

Performance across regions

Held-out regions · separate labelled evaluation set · every model

AP is average precision over the ranked results (1.0 = every kiln ranked above every non-kiln; 0.5 = chance). These regional tests use separate labelled scenes, independent of the map's selected area and examples.