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Image recognition method, image recognition device, computer equipment and storage medium

A technology of image recognition and image recognition results, which is applied in the computer field, can solve the problems of high-altitude operation accidents and the inability to monitor the safety belt wearing conditions of high-altitude personnel in real time, and achieve the effect of preventing safety accidents

Inactive Publication Date: 2020-05-19
SHENZHEN POWER SUPPLY BUREAU
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Problems solved by technology

However, this situation cannot monitor the wearing condition of safety belts of workers working at heights in real time, resulting in accidents of working at heights

Method used

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  • Image recognition method, image recognition device, computer equipment and storage medium
  • Image recognition method, image recognition device, computer equipment and storage medium
  • Image recognition method, image recognition device, computer equipment and storage medium

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Embodiment Construction

[0055] In order to make the purpose, technical solution and advantages of the present application clearer, the present application will be further described in detail below in conjunction with the accompanying drawings and embodiments. It should be understood that the specific embodiments described here are only used to explain the present application, and are not intended to limit the present application.

[0056] The image recognition method provided by this application can be applied to such as figure 1shown in the application environment. Wherein, the terminal 102 communicates with the server 104 through the network. Obtain monitoring images of high-altitude operations in real time; input the monitoring images of high-altitude operations into the established image recognition model for recognition, and obtain the output seat belt position information and seat belt wearing confidence. The image recognition model is based on historical monitoring images of high-altitude ope...

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Abstract

The invention relates to an image recognition method, an image recognition device, computer equipment and a storage medium. The method comprises the following steps: acquiring a high-altitude operation monitoring image in real time; inputting the aerial work monitoring image into an established image recognition model, and recognizing to obtain output safety belt position information and safety belt wearing confidence, and obtaining an image recognition model by training according to historical aerial work monitoring images and the corresponding historical image recognition result; obtaining an image recognition result according to the safety belt position information and the safety belt wearing confidence; and sending an alarm instruction to a target alarm device when the image recognition result is that the safety belt is not correctly worn in order to make the target alarm device perform alarm according to the alarm instruction. By adopting the method, high-altitude operation monitoring images can be subjected to image recognition in real time, the situation that a safety belt is not correctly worn is found in time, an alarm is given, and safety accidents are prevented.

Description

technical field [0001] The present application relates to the field of computer technology, in particular to an image recognition method, device, computer equipment and storage medium. Background technique [0002] With the development of the social level, there are more and more high-altitude operations. For example, work on high-altitude power grids, etc. When working at high altitude, the seat belt is a device to protect life safety. At present, the wearing condition of the safety belt is usually detected before the operator takes off. However, this situation cannot monitor the wearing situation of the safety belts of the high-altitude workers in real time, which leads to high-altitude work accidents. Contents of the invention [0003] Based on this, it is necessary to provide an image recognition method, device, computer equipment and storage medium capable of real-time monitoring of seat belt wearing in view of the above technical problems. [0004] A method for i...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06K9/00G06K9/62G06N3/04G06N3/08
CPCG06N3/08G06V40/166G06V40/172G06V20/52G06V2201/07G06N3/045G06F18/241
Inventor 邓浩程晓陆叶晓琪党海符晓洪罗伟明刘雨佳肖雨亭乔洪新斯荣
Owner SHENZHEN POWER SUPPLY BUREAU
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