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Fireproof door state recognition method and device, electronic equipment and storage medium

A recognition method and technology for fire doors, applied in neural learning methods, character and pattern recognition, instruments, etc., can solve problems such as hidden safety hazards, fire doors cannot effectively prevent the spread of fire, and endanger life safety

Pending Publication Date: 2021-10-26
杭州海康消防科技有限公司
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0003] If the fire door is in an abnormal state, for example, when it is in the state of opening the door, or when it is not tightly closed, the fire door will not be able to effectively prevent the spread of the fire, there will be safety hazards, and even endanger the lives of personnel. Therefore, there is an urgent need for an effective How to identify the state of fire doors

Method used

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  • Fireproof door state recognition method and device, electronic equipment and storage medium
  • Fireproof door state recognition method and device, electronic equipment and storage medium
  • Fireproof door state recognition method and device, electronic equipment and storage medium

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Embodiment Construction

[0054] The following will clearly and completely describe the technical solutions in the embodiments of the present invention with reference to the accompanying drawings in the embodiments of the present invention. Obviously, the described embodiments are only some, not all, embodiments of the present invention. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without making creative efforts belong to the protection scope of the present invention.

[0055] In order to identify the state of a fire door, embodiments of the present invention provide a method, device, electronic device, and computer-readable storage medium for identifying the state of a fire door.

[0056] A method for identifying the state of a fire door provided by an embodiment of the present invention is firstly introduced below. The method for identifying the state of a fire door provided by the embodiments of the present invention can b...

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Abstract

The embodiment of the invention provides a fireproof door state recognition method and device, electronic equipment and a storage medium. The method comprises the steps of obtaining an image collected for a fireproof door; inputting the image into a pre-established deep learning model for convolution filtering processing to obtain state information of the fireproof door, wherein the deep learning model is obtained by training based on a preset training set, and the preset training set comprises an image sample and state information of the fireproof door corresponding to the image sample; and determining the state of the fireproof door based on the state information. The accurate state information of the fireproof door can be obtained through the deep learning model, so that the state of the fireproof door can be accurately determined based on the state information of the fireproof door.

Description

technical field [0001] The invention relates to the field of intelligent security technology, in particular to a fire door state identification method, device, electronic equipment and storage medium. Background technique [0002] A fire door is a door that can meet the requirements of fire resistance stability, integrity and thermal insulation for a certain period of time. Fire doors are generally installed in fire compartments, evacuation stairwells, vertical shafts, etc. Fire doors have the function of preventing the spread of fire and smoke, and can prevent the spread of fire within a certain period of time, ensuring the smooth evacuation of personnel in the event of a fire and ensuring the safety of personnel. [0003] If the fire door is in an abnormal state, for example, when it is in the state of opening the door, or when it is not tightly closed, the fire door will not be able to effectively prevent the spread of the fire, there will be safety hazards, and even end...

Claims

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Application Information

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IPC IPC(8): G06K9/00G06K9/62G06N3/04G06N3/08
CPCG06N3/08G06N3/045G06F18/2415G06F18/214
Inventor 周建
Owner 杭州海康消防科技有限公司