Intelligent monitoring model of wearing of industrial safety protective equipment based on YOLOv8 algorithm

• Published in: 2023 International Conference on Image Processing, Computer Vision and Machine Learning (ICICML) pp. 1022 - 1030
• Main Authors: Lin, Zaixin, Huang, Zihui, Yuan, Jiayou, Pan, Xinxin
• Format: Conference Proceeding
• Language: English
• Published: IEEE 03.11.2023
• Subjects: edge computing; industrial safety; Monitoring; Real-time systems; Reliability; Safety; SEAttention; Security; Shufflenetv 2; Sustainable development; Task analysis; YOLOv8

Industrial safety is essential for the reliability and sustainability of production operations. In this study, a safety protective equipment detection scheme based on YOLOv8 algorithm is proposed for industrial security scenarios. By optimizing the lightweight strategy and updating the weight of the...