The invention provides an escalator anomaly detection method and device based on an existing camera, and relates to the technical field of escalators. The method comprises the following steps: acquiring a real-time video picture of an escalator area; based on a deep learning model, detecting a human head, a human body and a luggage case in the real-time video picture to obtain a detection result; detecting the abnormal condition of the escalator based on the detection result of the deep learning model; the abnormal conditions comprise one or more of the following conditions: passenger retention, passenger retrogradation, passenger running, passenger falling, passenger head outside the escalator, and passenger carrying a plurality of luggage cases. According to the escalator anomaly detection method and device based on the existing camera, the escalator anomaly can be effectively detected in real time, and therefore the safety of the escalator is guaranteed.
本申请提供一种基于既有摄像头的电扶梯异常检测方法及装置,涉及自动扶梯技术领域。所述方法包括:获取电扶梯区域的实时视频画面;基于深度学习模型,对所述实时视频画面中的人头、人体和行李箱进行检测,得到检测结果;基于深度学习模型的检测结果,检测电扶梯异常情况;所述异常情况包括以下情况中的一种或多种:乘客滞留、乘客逆行、乘客奔跑、乘客摔倒、乘客头部位于电扶梯外、乘客携带多个行李箱。本申请提供的基于既有摄像头的电扶梯异常检测方法及装置,可以对电扶梯异常进行实时有效检测,从而保证电扶梯的安全性。
Escalator anomaly detection method and device based on existing camera
基于既有摄像头的电扶梯异常检测方法及装置
2024-05-10
Patent
Elektronische Ressource
Chinesisch
IPC: | B66B Aufzüge , ELEVATORS |
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