A YOLOv8-based helmet detector combining an attention head, weighted bidirectional feature fusion, and Wise-IoU loss reports 1.7% mAP gain over YOLOv8 on the SHWD dataset.
Detection and tracking of safety helmet based on deepsort and yolov5,
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Dynamic Attention and Bi-directional Fusion for Safety Helmet Wearing Detection
A YOLOv8-based helmet detector combining an attention head, weighted bidirectional feature fusion, and Wise-IoU loss reports 1.7% mAP gain over YOLOv8 on the SHWD dataset.