Zero-Shot Degradation Segmentation on Historical Buildings Using Vision LLM and SAM2
The automated detection and classification of surface degradation on historical buildings represents a critical challenge in architectural heritage conservation. Conventional approaches relying on manual inspection or supervised machine learning require extensive annotated datasets and expert involvement, limiting thei...