Belt conveyor idler fault detection algorithm based on improved YOLOv5

Belt conveyor idler fault detection algorithm based on improved YOLOv5

Abstract The rapid expansion of the coal mining industry has introduced significant safety risks, particularly within the harsh environments of open-pit coal mines. The safe and stable operation of belt conveyor idlers is crucial not only for ensuring efficient coal production but also for safeguard...

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Bibliographic Details
Main Authors: Cen Pan, Qing Tao, Hao Pei, Biao Wang, Wei Liu
Format: Article
Language:English
Published: Nature Portfolio 2025-01-01
Series:Scientific Reports
Subjects:
Belt conveyors
Idler
YOLOv5
Attention mechanism
α-CIoU
Online Access:https://doi.org/10.1038/s41598-024-81244-x
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