Method for detecting cracks in retaining walls based on improved YOLOv5s

Abstract This paper proposed an improved YOLOv5s-based method to address the challenging detection of cracks in retaining walls due to their irregular development and small size. This approach was developed by applying the YOLOv5s framework and incorporating several enhancements. Specifically, the B...

Πλήρης περιγραφή

Λεπτομέρειες βιβλιογραφικής εγγραφής

Κύριοι συγγραφείς:	Yanhai Wang, Chenxin Guo, Guoyong Duan, Yuhao Zhang, Chao Yang, Huafeng Deng
Μορφή:	Artigo
Γλώσσα:	Inglês
Έκδοση:	Nature Portfolio 2025-02-01
Σειρά:	Scientific Reports
Θέματα:	Crack detection YOLOv5s GhostNetV2 ODConv Retaining wall Rotated bounding box
Διαθέσιμο Online:	https://doi.org/10.1038/s41598-025-90174-1
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