Optimized YOLOv8 framework for intelligent rockfall detection on mountain roads

Abstract Rockfalls on mountainous roads pose significant safety risks to pedestrians and vehicles, particularly in remote areas with underdeveloped communication infrastructure. To enable efficient detection, this study proposes a rockfall detection system based on embedded technology and an improve...

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Bibliographic Details

Published in:	Scientific Reports
Main Authors:	Peng Peng, Langchao Gao, Jiachun Li, Hongzhen Zhang
Format:	Article
Language:	English
Published:	Nature Portfolio 2025-04-01
Subjects:	Object detection Rockfall detection Yolov8 Embedded system Road segmentation
Online Access:	https://doi.org/10.1038/s41598-025-94910-5