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Ore rapid identification method

An identification method and ore technology, applied in the field of ore identification, can solve the problems of low sorting rate, low production efficiency and high cost, and achieve the effects of large processing capacity, improved accuracy and improved spatial resolution

Active Publication Date: 2018-05-29
GANZHOU BROTHERS TECH CO LTD
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Problems solved by technology

In the existing technology, the tungsten ore is usually identified and selected by hand, so there are defects such as low production efficiency, high cost, high labor intensity and low separation rate.

Method used

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Embodiment Construction

[0043] In order to make the object, technical solution and advantages of the present invention clearer, the present invention will be further described in detail below in conjunction with the accompanying drawings and embodiments. It should be understood that the specific embodiments described here are only used to explain the present invention, not to limit the present invention.

[0044] The invention relates to a rapid identification method for ore. Various aspects of the present invention include obtaining an ore training image and training the ore training image based on deep learning to obtain a plurality of modeling coefficients; constructing a processing model based on the plurality of modeling coefficients; and based on the ore image to be tested and the obtained The above mask image is used to obtain an ore image to identify the ore. By implementing the ore rapid identification method and the computer-readable storage medium of the present invention, the ore can be ...

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Abstract

The invention provides an ore rapid identification method which comprises the steps of (S1) acquiring an ore training image and training the ore training image based on depth learning to obtain a plurality of modeling coefficients, (S2) building a processing model based on the plurality of modeling coefficients, (S3) testing an ore image to be tested based on the processing model to obtain a maskimage, and (S4) obtaining an ore image based on the ore image to be tested and the mask image to identify ore. The ore rapid recognition method and a computer readable storage medium are implemented,the processing model is obtained based on deep learning training, and the ore can be automatically and accurately identified with high accuracy.

Description

technical field [0001] The invention relates to the field of ore identification, and more specifically, relates to a rapid identification method for ore. Background technique [0002] Tungsten is a rare metal with high melting point or refractory rare metal in the field of metallurgy and metal materials. Tungsten and its alloys are one of the most important functional materials in modern industry, national defense and high-tech applications, and are widely used in aerospace, atomic energy, shipbuilding, automobile industry, electrical industry, electronics industry, chemical industry and many other fields. In the prior art, the tungsten ore is usually identified and sorted by hand, so there are defects of low production efficiency, high cost, high labor intensity and low sorting rate. Contents of the invention [0003] The technical problem to be solved by the present invention is to provide a rapid ore identification method for the above-mentioned defects of the prior ar...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06K9/00G06N3/04
CPCG06V20/10G06N3/048G06N3/045
Inventor 王杉何鹏宇王梓渝袁方
Owner GANZHOU BROTHERS TECH CO LTD
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