Paper: OpenFACADES: An open framework for architectural caption and attribute data enrichment via street view imagery
We introduce an open framework leveraging multimodal data to enrich building profiles with objective attributes and semantic descriptors. It automates facade detection, reprojects panoramic views, and predicts multi-attribute data.
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Paper: Decoding characteristics of building facades using street view imagery and vision-language model
This study leverages street view imagery and vision-language models to analyze 48,752 building images in Hong Kong, identifying eight building clusters. It demonstrates the potential of scalable SVI-based analyses to capture urban spatial and semantic details, enhancing the understanding of the built environment.
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