Fire safety alarm method and device, computer equipment and storage medium

A fire-fighting and safety technology, used in computer parts, fire alarms that rely on radiation, and computing, etc., can solve problems such as insufficient fire accuracy, and achieve the effects of low training cost, high utilization rate, and fast convergence speed.

Inactive Publication Date: 2021-10-29
GUANGDONG POWER GRID CO LTD +1
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0005] For this reason, the embodiment of the present invention proposes a fire safety alarm method, device, computer equipment and storage medium to solve the problem of insufficient accuracy of fire in the user's living place

Method used

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  • Fire safety alarm method and device, computer equipment and storage medium
  • Fire safety alarm method and device, computer equipment and storage medium
  • Fire safety alarm method and device, computer equipment and storage medium

Examples

Experimental program
Comparison scheme
Effect test

Embodiment 1

[0084] figure 1 It is a flow chart of a fire safety alarm method provided by Embodiment 1 of the present invention. This embodiment can be applied to collect real original image data for the user's living area, thereby reconstructing the scene of a fire, and adjusting the fire identification. Model, so as to identify whether a fire occurs in the user's living place, the method can be executed by a fire safety alarm device, the fire safety alarm device can be implemented by software and / or hardware, and can be configured in a computer device, for example, Servers, workstations, personal computers, etc., specifically include the following steps:

[0085] Step 101, receiving the original image data collected by the camera on the user's living place.

[0086] Camera (CAMERA or WEBCAM), also known as computer camera, computer eye, electronic eye, etc., is a video input device that is widely used in video conferencing, telemedicine and real-time monitoring. The camera is easy to i...

Embodiment 2

[0131] figure 2 It is a flow chart of the fire safety alarm method provided by Embodiment 2 of the present invention. This embodiment is based on the foregoing embodiments, and further refines the operation of fire safety alarm execution. The method specifically includes the following steps:

[0132] Step 201, receiving the original image data collected by the camera on the living place of the user.

[0133] Step 202: Reconstruct the original image data into reference image data representing a fire in the user's living place.

[0134] Step 203: Using the original image data and the reference image data as samples, adjust the pre-trained fire recognition model, which is used to identify whether a fire occurs in the residential place.

[0135] Step 204, receiving the target image data collected by the camera on the user's living place.

[0136] Step 205: Input the target image data into the adjusted fire identification model to identify whether a fire occurs in the user's liv...

Embodiment 3

[0145] image 3A structural block diagram of a fire safety alarm device provided in Embodiment 3 of the present invention may specifically include the following modules:

[0146] The original image data receiving module 301 is used to receive the original image data collected by the camera on the user's living place;

[0147] A reference image data reconstruction module 302, configured to reconstruct the original image data into reference image data representing a fire in the living place of the user;

[0148] The fire identification model adjustment module 303 is used to adjust the pre-trained fire identification model by using the original image data and the reference image data as samples, and the fire identification model is used to identify whether a fire occurs in the residential place;

[0149] A target image data receiving module 304, configured to receive target image data collected by a camera on the living place of the user;

[0150] A fire identification module 3...

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Abstract

The embodiment of the invention provides a fire safety alarm method and device, computer equipment and a storage medium. The method comprises the following steps: receiving original image data collected by a camera for a living place of a user; reconstructing the original image data into reference image data representing that a fire occurs in the living place of the user; the original image data and the reference image data serving as samples, adjusting a pre-trained fire-fighting recognition model, wherein the fire-fighting recognition model is used for recognizing whether a fire occurs in the residential place or not; receiving target image data collected by the camera for the living place of the user; inputting the target image data into the adjusted fire-fighting identification model to identify whether a fire occurs in the living place of the user; and if it is determined that the living place of the user has the fire, executing alarm operation for fire safety. According to the invention, whether a fire occurs in a home place is accurately determined, so that fire-fighting alarm is carried out.

Description

technical field [0001] The embodiments of the present invention relate to the technical field of fire alarms, and in particular to a fire safety alarm method, device, computer equipment and storage medium. Background technique [0002] Among various disasters, fire is one of the main disasters that threaten public safety and social development. When encountering a fire, people need to escape safely and as soon as possible. Therefore, more and more people will configure fire-fighting devices in different places to carry out fire-fighting alarms for fires. [0003] At present, fire-fighting devices mostly use images to detect fires. This is a visual fire detector that incorporates intelligent camera control technology and intelligent image processing technology. It uses image data of various fire scenes for training, and can collect image data for the current scene. Whether there is a flame, and then judge whether a fire has occurred. [0004] Since the existing visual fire ...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G08B17/12H04N7/18H04N5/232G06K9/00G06K9/46G06K9/62
CPCG08B17/125H04N7/18H04N23/67H04N23/695
Inventor 杜裕春陈国普李伟谭炜强李涛
Owner GUANGDONG POWER GRID CO LTD
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