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...

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Bibliographic Details
Published in:Scientific Reports
Main Authors: Yanhai Wang, Chenxin Guo, Guoyong Duan, Yuhao Zhang, Chao Yang, Huafeng Deng
Format: Article
Language:English
Published: Nature Portfolio 2025-02-01
Subjects:
Crack detection
YOLOv5s
GhostNetV2
ODConv
Retaining wall
Rotated bounding box
Online Access:https://doi.org/10.1038/s41598-025-90174-1

Internet

https://doi.org/10.1038/s41598-025-90174-1

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