Application of Improved YOLOv8 Image Model in Urban Manhole Cover Defect Management and Detection: Case Study

Application of Improved YOLOv8 Image Model in Urban Manhole Cover Defect Management and Detection: Case Study

Manhole covers are crucial for maintaining urban operations and ensuring residents’ travel. The traditional inspection and maintenance management system based on manual judgment has low efficiency and poor accuracy, making it difficult to adapt to the rapidly expanding urban construction and complex...

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Bibliographic Details
Main Authors: Yanqiong Ding, Baojiang Han, Hua Jiang, Hao Hu, Lei Xue, Jiasen Weng, Zhili Tang, Yuzhang Liu
Format: Article
Language:English
Published: MDPI AG 2025-07-01
Series:Sensors
Subjects:
manhole cover
model improvement
lightweight network
attention module
multi-scale feature fusion
Online Access:https://www.mdpi.com/1424-8220/25/13/4144
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