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EAC-YOLO: a surface damage identification method of lightweight membrane structure based on improved YOLO11

Different surface damage can cause harm to membrane structures, and traditional manual inspection methods are inefficient and prone to missed detections and false alarms. At the same time, the current mainstream detection algorithms are highly complex, which is not conducive to deployment on resourc...

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Principais autores: Zihang Yin, Limei Zhang, Huarong Liu, Qiuyue Du, Chongchong Yu
Format: Artigo
Sprog:Inglês
Udgivet: Frontiers Media S.A. 2026-01-01
Serier:Frontiers in Computer Science
Fag:
membrane structure
damage identification
YOLO11
target detection
deeplearning
Online adgang:https://www.frontiersin.org/articles/10.3389/fcomp.2025.1700167/full
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