YOLO-Crack: Geometry-Guided Real-Time Crack Detection Framework Toward Edge Deployment

Crack detection in mobile inspection scenarios is constrained by both the extremely slender geometry of crack targets and the real-time inference requirements on edge devices, which expose systematic limitations of general-purpose object detectors. This paper proposes YOLO-Crack, a closed-loop solut...

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Detalhes bibliográficos

Principais autores:	Zhe Wei, Rui Wang, Rong Dai, Haibo Xu, Huan Zhang, Yurong Zou
Formato:	Artigo
Idioma:	Inglês
Publicado em:	MDPI AG 2026-06-01
Colecção:	Sensors
Assuntos:	crack detection YOLOv11 attention mechanism geometric constraints TensorRT deployment
Acesso em linha:	https://www.mdpi.com/1424-8220/26/12/3892
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