Inside-elevator children recognizing method based on machine learning

Abstract

The invention discloses an inside-elevator children recognizing method based on machine learning, and belongs to the technical field of artificial intelligence machine learning. The method involves an elevator control system, a camera shooting device, an elevator monitoring and managing platform, an image classifying server and an alarm device. The camera shooting device is installed on the inner top of an elevator and connected with the elevator monitoring and managing platform and the elevator control system. The elevator monitoring and managing platform is connected with the image classifying server, the alarm device and the elevator control system. The image classifying server is provided with a trained elevator image classifying model. The camera shooting device is triggered by a door closing signal to take images of the current passenger conditions in the elevator. The camera shooting device sends the collected images to the elevator monitoring and managing platform. The elevator monitoring and managing platform sends the images to the image classifying server. When the recognizing result shows that only children exist, an alarm is triggered. The conditions in the elevator are intelligently monitored, the conditions that children take the elevator alone are recognized in real time, and the elevator events are avoided through alarm of the alarm device.

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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