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Safety helmet detection method and device based on electric power construction and computer equipment

A technology of electric power construction and detection method, which is applied in the computer field, can solve problems such as limited human energy, low accuracy of helmets, and inability to prompt helmets, so as to achieve the effect of improving accuracy and reducing potential safety hazards

Pending Publication Date: 2020-05-22
SHENZHEN POWER SUPPLY BUREAU
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  • Abstract
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  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

However, the manual detection method has limited human energy and is prone to omissions. The accuracy of helmet detection is low, and it is impossible to promptly prompt the situation of not wearing a helmet

Method used

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  • Safety helmet detection method and device based on electric power construction and computer equipment
  • Safety helmet detection method and device based on electric power construction and computer equipment
  • Safety helmet detection method and device based on electric power construction and computer equipment

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Embodiment Construction

[0045] 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.

[0046] The safety helmet detection method based on electric power construction provided by this application can be applied to such as figure 1 shown in the application environment. Wherein, the monitoring device 102 can communicate with the server 104 through the network, and the server 104 can communicate with the alarm device 106 through the network. The server 104 acquires the initial image collected by the monitoring device 102 according to a preset frequency, and performs feature extraction on the initial image to obtain image features. The server 104 invokes a pres...

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Abstract

The invention relates to a safety helmet detection method and device based on electric power construction and computer equipment. The method comprises the following steps: acquiring an initial image acquired by monitoring equipment according to a preset frequency; performing feature extraction on the initial image to obtain image features; calling a preset classification model, and performing classification processing based on the image features to obtain a head region; intercepting a target image matched with the head region from the initial image; performing safety helmet detection accordingto the target image to obtain a detection result; and when the detection result shows that a safety helmet does not exist, generating alarm prompt information. By adoption of the method, the safety helmet detection accuracy can be effectively improved.

Description

technical field [0001] The present application relates to the field of computer technology, in particular to a safety helmet detection method, device, computer equipment and storage medium based on electric power construction. Background technique [0002] Safety helmet refers to the head protective equipment that protects the construction personnel's head from injuries caused by falling objects and other specific factors. In the process of electric power construction, construction personnel wearing safety helmets can protect the head, thereby reducing the injury caused by the collision between the object and the construction personnel's head. [0003] However, there are often construction workers not wearing safety helmets during construction in electric power construction sites, which poses a greater safety hazard. Therefore, it is necessary to detect the wearing conditions of construction workers' helmets. Because the environment of electric power construction is relati...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06K9/00G06K9/62G06Q50/06
CPCG06Q50/06G06V40/166G06V40/168G06V20/40G06V20/46G06F18/2411
Inventor 程晓陆邓浩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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