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Method and system for intelligently judging number of gaps of stacked board logs

An intelligent judgment and stacking technology, applied in the field of stacking calculations, can solve the problems of large manpower and time costs, error randomness and negligence, and consumption, and achieve the effects of improving accuracy, improving measurement efficiency, and saving workload

Pending Publication Date: 2022-02-25
BEIJING HUALIXING SCI TECH DEV
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0002] The existing number of stacks, number of layers of boards, and number of logs need to be manually measured, counted, and recorded, which leads to a lot of manpower and time costs, and there is a lot of error randomness and negligence

Method used

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  • Method and system for intelligently judging number of gaps of stacked board logs
  • Method and system for intelligently judging number of gaps of stacked board logs
  • Method and system for intelligently judging number of gaps of stacked board logs

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Embodiment Construction

[0033] Exemplary embodiments will be described in detail herein, and examples are illustrated in the drawings. The following description is related to the drawings, unless otherwise indicated, the same figures in the different drawings represent the same or similar elements. The embodiments described in the exemplary embodiments described below do not represent all embodiments consistent with the present disclosure. Instead, it is only an example of apparatus and product consistent with some aspects of the present disclosure as detailed in the appended claims.

[0034] The terms used in the present disclosure are only for the purpose of describing particular embodiments, not intended to limit the disclosure. "One", "one", "one", "" ",", "" "and" "" as used in the present disclosure and the appended claims, are also intended to include many forms unless otherwise clearly indicated. It should also be understood that the terms "and / or" as used herein refer to any or more of any or ...

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Abstract

The invention provides a method and system for intelligently diagnosing the number of gaps of stacked board logs. The method comprises the following steps that gaps, sole timber and wood stacks are marked on a scanned image according to straight lines; according to a generation mode of a Gaussian thermodynamic diagram in a CenterNet network model, the generation parameters of the thermodynamic diagram are correspondingly adjusted according to characteristics of different objects, and a thermodynamic diagram Heatmap is generated from the annotated image; a Unet or improved Linknet34, UnetPLus, UnetPlusPlus and DeepLabV3 convolutional neural network models are adopted, the thermodynamic diagram is taken as a target, an original image is taken as input, training is carried out, and the identified thermodynamic diagram is obtained. According to the method, the number, the stack number and the sole timber layer number information of the wood are obtained through a computer deep learning method, the number calculation accuracy is improved, the metering efficiency is greatly improved, and the workload of workers is reduced.

Description

Technical field [0001] The present invention relates to the field of stacking calculations, and in particular, a method and system for intelligently determining the number of logs of logs of the stacking plate. Background technique [0002] The existing stacking, the number of plate layers, the number of logs in the woods requires artificial metering, statistics, which leads to a lot of human and time-consuming, and there is a large error randomability and failure. Inventive content [0003] In view of this, it is an object of the present invention to obtain the number of wood, the number of calculations, the number of calculations, and the number of calculations, and the number of calculations, and the number of calculations, and the accuracy of the number of calculations are obtained by computer depth learning. [0004] The present invention provides a method of intelligently judge the number of places of lack of stacking sheets, including the following steps: [0005] S1, the...

Claims

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Application Information

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IPC IPC(8): G06T7/00G06V10/764G06V10/82G06K9/62G06N3/04G06N3/08
CPCG06T7/0002G06N3/08G06T2207/10004G06T2207/20081G06T2207/20084G06T2207/30242G06N3/045G06F18/241
Inventor 赵杰任旭范立军单旻阮萍
Owner BEIJING HUALIXING SCI TECH DEV