Improved YOLOv5-Based Real-Time Road Pavement Damage Detection in Road Infrastructure Management

Improved YOLOv5-Based Real-Time Road Pavement Damage Detection in Road Infrastructure Management

Deep learning has enabled a straightforward, convenient method of road pavement infrastructure management that facilitates a secure, cost-effective, and efficient transportation network. Manual road pavement inspection is time-consuming and dangerous, making timely road repair difficult. This resear...

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Bibliographic Details
Main Authors: Abdullah As Sami, Saadman Sakib, Kaushik Deb, Iqbal H. Sarker
Format: Article
Language:English
Published: MDPI AG 2023-09-01
Series:Algorithms
Subjects:
road damage detection
pavement detection
YOLOv5
ECA-Net
Focal Loss
K-means<sup>++</sup>
Online Access:https://www.mdpi.com/1999-4893/16/9/452

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