Laboratory PPE compliance wearing monitoring method and system, storage medium and terminal
The invention provides a laboratory PPE compliance wearing monitoring method and system, a storage medium and a terminal. The method comprises the following steps: obtaining a monitoring image containing PPE wearing information; preprocessing the monitoring images, and constructing a labeling data s...
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Format: | Patent |
Sprache: | chi ; eng |
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Zusammenfassung: | The invention provides a laboratory PPE compliance wearing monitoring method and system, a storage medium and a terminal. The method comprises the following steps: obtaining a monitoring image containing PPE wearing information; preprocessing the monitoring images, and constructing a labeling data set based on the labeled monitoring images of the experimenter and the laboratory clothes; on the basis of a multi-scale training strategy, training a YOLOv5 target detection model used for detection of experimenters and laboratory clothes by adopting a labeling data set and a CrowdHuman data set; and based on the trained YOLOv5 target detection model, judging whether PPE wearing is compliant or not. According to the laboratory PPE compliance wearing monitoring method and system, the storage medium and the terminal, the detection precision of PPE compliance wearing can be effectively realized, and the real-time performance is good.
本发明提供一种实验室PPE合规穿戴监测方法及系统、存储介质及终端,包括以下步骤:获取包含PPE穿戴信息的监控图像;对所述监控图像进行预处理,基于标注出的实验人员和实验服的 |
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