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    Lightweight safety helmet detection algorithm using improved YOLOv5

    In response to the challenges faced by existing safety helmet detection algorithms when applied to complex construction site scenarios, such as poor accuracy, large number of parameters, large amount of comput...

    Hongge Ren, Anni Fan, Jian Zhao, Hairui Song… in Journal of Real-Time Image Processing (2024)