Aiming at the problem that most current target detection networks are large in volume, have many parameters, and are difficult to deploy on low-performance device terminals, the article proposes a lightweight improved YOLOv5 smoking behavior detection algorithm model. This model replaces the backbone...
3.2. DAHD-YOLO Network Structure Considering the intricacy of the smoking behavior detection task, we adopt YOLOv8s as the fundamental model and present DAHD-YOLO with enhancements based on it. The network architecture diagram of DAHD-YOLO is shown in Figure 1. In the context of smoking behavior...