MS-YOLOv8-Based Object Detection Method for Pavement Diseases

Detection of pavement diseases is crucial for road maintenance. Traditional methods are costly, time-consuming, and less accurate. This paper introduces an enhanced pavement disease recognition algorithm, MS-YOLOv8, which modifies the YOLOv8 model by incorporating three novel mechanisms to improve d...

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Bibliographic Details

Published in:	Sensors
Main Authors:	Zhibin Han, Yutong Cai, Anqi Liu, Yiran Zhao, Ciyun Lin
Format:	Article
Language:	English
Published:	MDPI AG 2024-07-01
Subjects:	pavement diseases object detection deformable large kernel attention multi-scale dilated attention
Online Access:	https://www.mdpi.com/1424-8220/24/14/4569