Research on improved algorithm for helmet detection based on YOLOv5

Abstract The continuous development of smart industrial parks has imposed increasingly stringent requirements on safety helmet detection in environments such as factories, construction sites, rail transit, and fire protection. Current models often suffer from issues like false alarms or missed detec...

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Bibliographic Details
Main Authors: Chun Shan, HongMing Liu, Yu Yu
Format: Article
Language:English
Published: Nature Portfolio 2023-10-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-023-45383-x