Object detection model design for tiny road surface damage

Abstract Road surface damage detection is crucial in highway maintenance and traffic safety maintenance. However, existing detection methods generally suffer from insufficient generalization capability, poor detection of tiny damage, and difficulty balancing detection accuracy and computational cost...

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Bibliographic Details
Main Authors: Chenguang Wu, Min Ye, Hongwei Li, Jiale Zhang
Format: Article
Language:English
Published: Nature Portfolio 2025-04-01
Series:Scientific Reports
Subjects:
Online Access:https://doi.org/10.1038/s41598-025-95502-z
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