A concept bottleneck projecting images and GPS into a subspace of geographic concepts improves GeoCLIP from 10.8 to 13.2 percent top-1 km accuracy on Im2GPS3k and adds semantic explanations.
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Towards Interpretable Geo-localization: a Concept-Aware Global Image-GPS Alignment Framework
A concept bottleneck projecting images and GPS into a subspace of geographic concepts improves GeoCLIP from 10.8 to 13.2 percent top-1 km accuracy on Im2GPS3k and adds semantic explanations.