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Reinforcing steel bar identification system, reinforcing steel bar identification method, and reinforcing steel bar counting and acceptance system

A technology of identification system and identification method, which is applied in the field of building construction to achieve the effect of improving accuracy, improving efficiency and simplifying work flow

Pending Publication Date: 2021-03-12
SHANGHAI NO 4 CONSTR
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0003] In order to improve and solve the deficiencies and problems existing in the acceptance work of the number of steel bars entering the site by traditional manual counting methods, the present invention provides a steel bar identification system, a steel bar identification method, and a steel bar counting and acceptance system

Method used

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  • Reinforcing steel bar identification system, reinforcing steel bar identification method, and reinforcing steel bar counting and acceptance system
  • Reinforcing steel bar identification system, reinforcing steel bar identification method, and reinforcing steel bar counting and acceptance system

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Embodiment 1

[0046] refer to figure 2 , the technical solution of a steel bar identification system 1 of the present embodiment is as follows:

[0047] Including a steel bar image data set 11 and a steel bar recognition training model 12; the steel bar image data set 11 includes a training image data set 111 and a verification image data set 112; steel bar image samples are stored in the training image data set 111 or the verification image data set In 112 : the steel bar recognition training model 12 receives the steel bar image data set 11 .

[0048] A kind of steel bar identification system 1 of the present embodiment, when in use, first marks the steel bars in the steel bar image samples, and inputs the steel bar image samples into the steel bar image data set 11; then, sets the training verification ratio, and uses the steel bar image samples according to the training verification The ratio is randomly divided into training image data set 111 or verification image data set 112; then...

Embodiment 2

[0060] refer to figure 2 , the present embodiment provides a method for identifying steel bars, using the steel bar identification system 1 described in Embodiment 1, the technical solution is as follows, including the following steps:

[0061] S1, collecting steel bar image samples, marking the steel bars in the steel bar image samples, and inputting the steel bar image samples into the steel bar image data set 11;

[0062] S2, setting the training and verification ratio, and randomly dividing the steel bar image samples into the training image data set 111 or the verification image data set 112 according to the training and verification ratio;

[0063] S3, establishing a steel bar recognition training model 12;

[0064] S4, import the steel bar image samples in the training image data set 111 and the verification image data set 112 into the steel bar recognition training model 12, convert the steel bar image samples in the training image data set 111 into input tensor valu...

Embodiment 3

[0076] refer to figure 1 , the present embodiment provides a steel bar counting and acceptance system, the technical solution is as follows:

[0077] It includes an image acquisition module 2 , a server 3 , the steel bar recognition system 1 described in Embodiment 1, and a steel bar counting module 4 sequentially connected by signals.

[0078] A kind of steel bar counting and acceptance system of this embodiment, when in use, the image acquisition module 2 module sends the obtained target steel bar image to the server 3; the steel bar identification system 1 reads the target steel bar image in the server 3, and checks the target steel bar image in the target steel bar image The reinforcing bars are marked and output to the reinforcing bar counting module, and the reinforcing bar counting module 4 counts the number of reinforcing bars in the target reinforcing bar image.

[0079] In the system for counting and accepting steel bars in this embodiment, the image acquisition mod...

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Abstract

The invention provides a steel bar identification system, a steel bar identification method and a steel bar counting and acceptance system in order to improve and solve the defects and problems existing in the conventional manual counting method for completing steel bar entry quantity acceptance work. According to the technical scheme, the reinforcing steel bar recognition system comprises a reinforcing steel bar image data set and a reinforcing steel bar recognition training model; wherein the steel bar image data set comprises a training image data set and a verification image data set, andthe steel bar image samples are stored in a training image data set or a verification image data set; and the steel bar identification training model receives a steel bar image data set.

Description

technical field [0001] The invention belongs to the technical field of building construction, and in particular relates to a steel bar identification system, its identification method, and a steel bar counting and acceptance system. Background technique [0002] As one of the most commonly used building materials in construction engineering, steel bars are of various types, sizes and specifications, and are used on a large scale. At this stage, in actual engineering projects, the inspection of the number of steel bars entering the site adopts the method of manual counting in batches. The inspection of the number of steel bars entering the site usually requires dozens of workers to spend five or six hours to complete. The work content is single and complicated. Repeated, and consume a lot of manpower, work efficiency is low. In addition, manual counting of steel bars often has counting errors, which cannot guarantee the accuracy and reliability of the acceptance quantity res...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06T7/00G06K9/62G06N3/04G06N3/08
CPCG06T7/0004G06N3/08G06T2207/20081G06T2207/20084G06T2207/30136G06T2207/30242G06N3/045G06F18/23213G06F18/214
Inventor 张英楠谷志旺张铭黄轶辛佩康周红兵朱勇陈泽
Owner SHANGHAI NO 4 CONSTR
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