Object identification method and device

An object and technology to be identified, applied in the field of image recognition, can solve problems such as low detection efficiency, achieve the effects of reducing economic losses, improving detection efficiency, and reducing human supervision costs

Pending Publication Date: 2021-01-01
STATE GRID BEIJING ELECTRIC POWER +1
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0006] Embodiments of the present invention provide a method and device for identifying objects, so as to at least solve the technical problem of low detection efficiency caused by manual inspection of power construction site violations in the related art

Method used

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  • Object identification method and device

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Embodiment 1

[0034] According to an embodiment of the present invention, an embodiment of a method for identifying objects is provided. It should be noted that the steps shown in the flowcharts of the accompanying drawings can be executed in a computer system such as a set of computer-executable instructions, and, although A logical order is shown in the flowcharts, but in some cases the steps shown or described may be performed in an order different from that shown or described herein.

[0035] In addition, it should be noted that an intelligent image monitoring system can implement the method for identifying an object in this embodiment, and the image monitoring system includes at least an image acquisition device and an image processing device, wherein the image acquisition device can be a mobile device, such as , a mobile phone with a camera function, or a non-mobile device, for example, a camera installed at a power construction site. Optionally, the image processing device may proces...

Embodiment 2

[0109] According to an embodiment of the present invention, an embodiment of an apparatus for identifying an object is also provided, wherein, Figure 10 is a schematic diagram of a device for identifying an object according to an embodiment of the present invention, such as Figure 10 As shown, the device includes: a collection module 1001 , an identification module 1003 and a determination module 1005 .

[0110] Wherein, the collection module 1001 is used to collect construction images, wherein the construction images include at least objects to be identified, and the objects to be identified include at least one of the following: safety facilities located at the electric power construction site and security devices worn by construction objects at the electric power construction site Protective gear; the recognition module 1003 is used to recognize the construction image based on the target detection model to obtain the recognition result, wherein the target detection model ...

Embodiment 3

[0119] According to another aspect of the embodiments of the present invention, there is also provided a non-volatile storage medium, where a computer program is stored in the non-volatile storage medium, wherein the computer program is set to execute the above-mentioned embodiment 1 when running. method of identifying objects.

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PUM

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Abstract

The invention discloses an object identification method and device. The object identification method comprises steps of: acquiring a construction image, wherein the construction image at least comprises a to-be-identified object, and the to-be-identified object at least comprises one of a safety facility located at an electric power construction site and a safety protection tool worn by a construction object at the electric power construction site; identifying the construction image based on a target detection model to obtain an identification result, wherein the target detection model is trained by using multiple groups of data through a multi-branch deep network, and each group of data in the multiple groups of data comprises the construction image and the to-be-identified object identified in the construction image; and determining whether the construction object has a violation behavior according to the identification result. According to the object identification method and the device, the technical problem of low detection efficiency caused by manual inspection of violation behaviors of the power construction site in the prior art is solved.

Description

technical field [0001] The present invention relates to the field of image recognition, in particular to a method and device for recognizing objects. Background technique [0002] With the continuous development of society, the power industry has developed by leaps and bounds. However, in recent years, safety liability accidents caused by irregular operations have occurred frequently in electric power construction. In response to this problem, the safety supervision department requires that at the power construction site, the identity information of the on-site construction personnel must be consistent with the information on the work ticket, and they must wear safety protective equipment (such as helmets, vests, etc.), and a safety fence must be erected at the construction site , Tripod, and place safety signs to prevent outsiders from entering the work site at will. [0003] In order to reduce or even eliminate violations on the job site, real-time monitoring of the cons...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06K9/00G06K9/46G06K9/62G06N3/04G06N3/08G06N20/20
CPCG06N20/20G06N3/08G06V20/52G06V10/44G06V2201/07G06N3/045G06F18/23213G06F18/253G06F18/214
Inventor 李大志杨博叶宽朱戎赵蕾谢欢李洪斌潘轩
Owner STATE GRID BEIJING ELECTRIC POWER
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