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Construction safety violation identification method and system based on operation ticket

An identification method and job ticket technology, applied in the field of violation identification, can solve the problems of large server resource occupation and large investment, and achieve the effect of improving accuracy

Pending Publication Date: 2022-06-03
RES INST OF ECONOMICS & TECH STATE GRID SHANDONG ELECTRIC POWER +1
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

However, artificial intelligence identification technology occupies a lot of server resources, and the power transmission and transformation construction site has many sites and wide areas. The full promotion of illegal intelligent identification technology will occupy a large amount of server resources, and the investment will be huge.

Method used

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  • Construction safety violation identification method and system based on operation ticket

Examples

Experimental program
Comparison scheme
Effect test

Embodiment 1

[0037] like figure 1 As shown, Embodiment 1 of the present invention provides a method for identifying construction safety violations based on work tickets, including the following processes:

[0038] S1: Build a library of illegal samples

[0039] Based on the typical risk database of the infrastructure security management module, sort out and summarize typical violation types, clarify the discrimination rules for typical violations, collect photos of violations, and finally form a violation model after data annotation and training.

[0040] (1) Complete the collection of illegal samples based on historical illegal videos and photos, or create real illegal scenes;

[0041] (2) Classify the collected target images, and mark the illegal behaviors in the images through different rectangular boxes, such as not wearing a helmet correctly, crossing a fence, standing under a hook, etc.;

[0042] (3) Use the tensorflow algorithm to extract the texture features, shape features, and ...

Embodiment 2

[0053] Embodiment 2 of the present invention provides a construction safety violation identification system based on work tickets, including the following processes:

[0054] a data acquisition module, configured to: acquire construction work ticket data associated with the video capture device or the image capture device;

[0055] The violation data processing module is configured to: obtain the violation data according to the collected video data or image data and the preset recognition model;

[0056]The violation identification module is configured to: compare the violation data with the safety risk data in the construction work ticket data to obtain the violation identification result.

[0057] Specifically, it can include the following detailed modules:

[0058] The infrastructure safety management module is configured as follows: the infrastructure safety management module is responsible for information such as the State Grid risk database, infrastructure construction ...

Embodiment 3

[0064] Embodiment 3 of the present invention provides a computer-readable storage medium on which a program is stored, and when the program is executed by a processor, implements the steps in the method for identifying construction safety violations based on work tickets as described in Embodiment 1 of the present invention .

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Abstract

The invention provides a construction safety violation identification method and system based on a work ticket. The method comprises the following steps: obtaining construction work ticket data associated with a video acquisition device or an image acquisition device; obtaining violation data according to the collected video data or image data and a preset recognition model; comparing the violation data with safety risk data in the construction work ticket data to obtain a violation identification result; according to the invention, the violation identification efficiency is improved, and on-site violation behavior automatic identification and active early warning based on image or video intelligent analysis and identification and work tickets are realized under the condition of resource consumption as little as possible.

Description

technical field [0001] The invention relates to the technical field of violation identification, in particular to a construction safety violation identification method and system based on a work ticket. Background technique [0002] The statements in this section merely provide background related to the present disclosure and do not necessarily constitute prior art. [0003] Infrastructure power transmission and transformation projects have the characteristics of high safety risks, wide operation sites, large number of subcontractors and strong mobility, etc., and it is difficult to control on-site safety. In the face of the severe safety production situation, relying solely on human safety supervision to carry out on-site safety management and control has problems such as low supervision efficiency, high labor costs, and blind spots in supervision. Safety control and violation identification are particularly critical. [0004] With the rapid development of image recogniti...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F16/583G06F16/587G06F16/55
CPCG06F16/583G06F16/5862G06F16/5854G06F16/587G06F16/55Y04S10/50
Inventor 王轶群张学凯单波张廷黄秀芝张浩李倩武传奇卢愿张云鹏陈军黄鹏石毅孙梓航李洋刘诚张凯韩欣澄韩延峰柴沛程剑孙伟兵于青涛张成韩义成张松
Owner RES INST OF ECONOMICS & TECH STATE GRID SHANDONG ELECTRIC POWER
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