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Precision detection of miniature dam cracks with a multi-scale enhanced YOLO framework for UAV inspection

Abstract Accurate detection of dam cracks from Unmanned Aerial Vehicle (UAV) imagery is crucial for structural health monitoring. However, prevailing methods face significant challenges in achieving a balance between the precise identification of minuscule cracks and computational efficiency when pr...

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Principais autores: Lijin Liu, Nan Wang, Yuchun Li, YaXiong Chen, Fupeng Wei, Hangcheng Dong, Jie Fang
Format: Artigo
Sprog:Inglês
Udgivet: Nature Portfolio 2026-05-01
Serier:Scientific Reports
Fag:
Dam crack detection
HiResDC-YOLO
UAV inspection
Deep learning
Online adgang:https://doi.org/10.1038/s41598-026-52557-w
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