Crack detection based on attention mechanism with YOLOv5

Crack detection based on attention mechanism with YOLOv5

Abstract In order to reduce the manual workload and reduce the maintenance cost, it is particularly important to realize automatic detection of cracks. Aiming at the problems of poor real‐time performance and low precision of traditional pavement crack detection, a crack detection method based on im...

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Bibliographic Details
Main Authors: Min‐Li Lan, Dan Yang, Shuang‐Xi Zhou, Yang Ding
Format: Article
Language:English
Published: Wiley 2025-01-01
Series:Engineering Reports
Subjects:
attention mechanism
image processing
object detection
cracks identification
YOLO v5
Online Access:https://doi.org/10.1002/eng2.12899
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