Inside-elevator children recognizing method based on machine learning

Abstract

The invention discloses a method for identifying children in an elevator based on machine learning, which belongs to the technical field of artificial intelligence machine learning, and includes an elevator control system, camera equipment, an elevator monitoring and management platform, an image classification server and alarm equipment, and the camera equipment is installed in the elevator The top is connected to the elevator monitoring and management platform and the elevator control system; the elevator monitoring and management platform is connected to the image classification server, alarm equipment and elevator control system; the image classification server is equipped with a trained elevator image classification model. The camera device is triggered by the door closing signal to capture the current situation of passengers in the elevator, and the camera device sends the captured image to the elevator monitoring and management platform; the elevator monitoring and management platform sends the image to the image classification server, and when the recognition result shows that there are only children, an alarm is triggered. The invention intelligently monitors the situation in the elevator, recognizes in real time the situation of children riding alone in the elevator, and reminds through the alarm device to avoid elevator accidents.

Description

technical field [0001] The invention relates to the technical field of artificial intelligence machine learning, in particular to a method for identifying children in elevators based on machine learning. Background technique [0002] Elevators have brought great convenience to the life and work of modern people. Almost all high-rise buildings are equipped with elevators, and elevator accidents also occur frequently. Elevators are special equipment and have certain risks. Children taking the elevator alone pose a great safety hazard. Therefore, all elevators have warning signs reminding children to ride with an adult. However, due to the guardian's negligent care of the children, it happens from time to time that the children take the elevator alone, and it is not uncommon for the incidents to lead to tragedies. [0003] Although each elevator is equipped with a monitoring system, and the background management personnel monitor the internal conditions of the elevator, it is ...

AI Technical Summary

Problems solved by technology

Elevators are special equipment and have certain risks. Children taking the elevator alone pose a great safety hazard. Therefore, all elevators have warning signs to remind children to ride with an adult

However, due to the guardian's negligent supervision of the children, it happens from time to time that the children take the elevator alone, and it is not uncommon for the incidents to lead to tragedies

[0003] Although each elevator is equipped with a monitoring system, and the internal situation of the elevator is monitored by the background management personnel, it is impossible for the management personnel to stare at the monitoring screen all the time, so it is easy to be negligent and cause some abnormal situations to be missed

The intelligence level of this kind of monitoring is low, and it is impossible to identify the situation of children taking the elevator alone in real time.

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