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Steel coil bundling state detection method and system, terminal and medium

A state detection and steel coil technology, applied in the field of image processing, can solve the problems of high risk, high cost, and high labor risk of workers, and achieve the effect of reducing cost, timely detection, and reducing labor risk of workers

Pending Publication Date: 2021-01-29
CISDI INFORMATION TECH CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0004] In view of the shortcomings of the prior art described above, the purpose of the present invention is to provide a method, system, terminal and medium for detecting the bundling state of steel coils, which is used to solve the problem that workers still need to detect the bundling state of hot-rolled wire rods and steel coils on site, which is not enough Timely, accurate and comprehensive detection, technical problems with high labor risk, high risk and high cost for workers

Method used

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  • Steel coil bundling state detection method and system, terminal and medium
  • Steel coil bundling state detection method and system, terminal and medium
  • Steel coil bundling state detection method and system, terminal and medium

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Embodiment 1

[0052] see figure 1 , the steel coil bundling state detection method that the embodiment of the present invention provides, comprises:

[0053] S101: Acquire a sample image.

[0054] Wherein, the sample image may be collected by a camera or an image collection device, or may be retrieved from images or videos stored in other databases, which is not limited here.

[0055] Optionally, the sample image includes at least one of the steel coil and the steel coil strap, that is, the sample image includes multiple sub-images, and the sub-image may include only the steel coil, or both the steel coil and the steel coil strap.

[0056] Optionally, the sample image includes an image of normally binding the strap on the steel coil.

[0057] Optionally, the steel coils include but are not limited to hot-rolled wire rod steel coils and the like.

[0058] S102: Establish a steel coil target detection model and a steel coil strap target detection model based on the deep neural network acco...

Embodiment 2

[0162] see Figure 5 , a steel coil bundling state detection system 500, comprising:

[0163] An image acquisition module 501, configured to acquire a sample image, the sample image including at least one of a steel coil and a steel coil strap;

[0164] Model building training module 502, used to set up a steel coil target detection model based on a deep neural network and a steel coil strap target detection model respectively according to the sample image, and perform training;

[0165] The first generation module 503 is used to obtain the current image information to be detected, and input it into the steel coil target detection model to generate the first detection result;

[0166] The second generation module 504 is used to input the current image information to be detected into the steel coil strap target detection model to generate a second detection result;

[0167] The determining module 505 is configured to determine the bundling state of the steel coil according to...

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Abstract

The invention provides a steel coil bundling state detection method and system, a terminal and a medium, and the method comprises the steps: obtaining a sample image, building a steel coil target detection model and a steel coil bandage target detection model based on a deep neural network according to the sample image, carrying out the training, and obtaining the current to-be-detected image information, and inputting the information into the steel coil bandage target detection model to generate the first detection result. The image information to be detected is input into the steel coil binding belt target detection model to generate a second detection result, and the steel coil binding state is determined according to the first detection result and the second detection result; the technical problems that the bundling state of the hot-rolled wire rod steel coil still needs to be detected by workers on site and is not detected timely, accurately and comprehensively, the labor risk ofthe workers is large, and the cost is high are solved, detection is more timely and accurate, the bundling state of the steel coil is detected through a machine, the labor risk of the workers is reduced, and the cost is reduced.

Description

technical field [0001] The invention relates to the technical field of image processing in the iron and steel field, in particular to a method, system, terminal and medium for detecting the bundling state of steel coils. Background technique [0002] In the production of steel products, hot-rolled wire coils are an important product for convenient storage and transportation. Hot-rolled wire coils are often bundled with straps before they are transported. Abnormal bundling conditions such as broken straps or missed binding of hot-rolled wire rod steel coils will lead to serious loosening of hot-rolled wire rod steel coils. [0003] The bundling state of existing steel coils often relies on manual identification, and it is often impossible to detect all steel coils with abnormal bundling status in a timely, accurate and comprehensive manner. The labor risk and danger of workers are high, and the detection cost of bundling status of hot-rolled wire and steel coils high. Con...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06T7/00G06K9/32G06K9/62
CPCG06T7/0004G06T2207/30136G06V10/25G06F18/214
Inventor 庞殊杨刘雨佳冉星明刘睿杜一杰张超杰贾鸿盛毛尚伟
Owner CISDI INFORMATION TECH CO LTD
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