Open access
Sep 2026
Lightweight Segmentation Model for Real-Time Detection of Multi-Type Façade Defects Using Enhanced YOLOv12
A lightweight instance segmentation model for real-time multi-type façade defect detection, built upon an enhanced YOLOv12n architecture that improves efficiency and robustness through parameter sharing, scale adaptation, and group normalization is proposed.
Yi-Si Lu, Kang Zhou, Ao Zhou et al.
· Lifeline Emergency and Safet... · 0 citations