SM-YOLO-HybridBridge: a lightweight deep learning model for surface defect detection and structural health monitoring in hybrid wooden–steel bridges
Structural Health Monitoring: An International Journal
Published online on February 02, 2026
Abstract
Structural Health Monitoring, Ahead of Print.
Bridges are indispensable components of modern transportation infrastructure, yet conventional manual inspections remain time-consuming, subjective, and inefficient for large-scale monitoring. To overcome these limitations, this study proposes SM-YOLO-...
Bridges are indispensable components of modern transportation infrastructure, yet conventional manual inspections remain time-consuming, subjective, and inefficient for large-scale monitoring. To overcome these limitations, this study proposes SM-YOLO-...