YOLOv8s-SNC: An Improved Safety-Helmet-Wearing Detection Algorithm Based on YOLOv8

YOLOv8s-SNC: An Improved Safety-Helmet-Wearing Detection Algorithm Based on YOLOv8

The use of safety helmets in industrial settings is crucial for preventing head injuries. However, traditional helmet detection methods often struggle with complex and dynamic environments. To address this challenge, we propose YOLOv8s-SNC, an improved YOLOv8 algorithm for robust helmet detection in...

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Bibliographic Details
Main Authors: Daguang Han, Chunli Ying, Zhenhai Tian, Yanjie Dong, Liyuan Chen, Xuguang Wu, Zhiwen Jiang
Format: Article
Language:English
Published: MDPI AG 2024-12-01
Series:Buildings
Subjects:
safety helmets
YOLOv8s
small object detection
SPD-Conv
attention mechanism
squeeze-and-excitation
Online Access:https://www.mdpi.com/2075-5309/14/12/3883
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