Road surface crack detection based on improved YOLOv5s

Road surface crack detection based on improved YOLOv5s

In response to the issues of low efficiency and high cost in traditional manual methods for road surface crack detection, an improved YOLOv5s (you only look once version 5 small) algorithm was proposed. Based on this improvement, a road surface crack object recognition model was established using YO...

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Bibliographic Details
Main Authors: Jiaming Ding, Peigang Jiao, Kangning Li, Weibo Du
Format: Article
Language:English
Published: AIMS Press 2024-02-01
Series:Mathematical Biosciences and Engineering
Subjects:
road surface crack detection
deep learning
yolov5s
res2-c3 module
attention mechanism
Online Access:https://www.aimspress.com/article/doi/10.3934/mbe.2024188?viewType=HTML

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https://www.aimspress.com/article/doi/10.3934/mbe.2024188?viewType=HTML

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