Intelligent kumquat sorting method and device based on big data
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A sorting device and big data technology, applied in the field of sorting and identification, can solve the problems of unqualified sorting quality, large errors, and low kumquat sorting efficiency.
Pending Publication Date: 2021-05-18
广西融安蚂蚁农业发展有限公司
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[0005] The embodiment of the present application provides a method and device for intelligent sorting of kumquats based on big data, which solves the technical problems in the prior art that the sorting efficiency of kumquats is low, errors are la
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Embodiment 1
[0024] like figure 1 As shown, the embodiment of the present application provides a method for intelligent sorting of kumquats based on big data, wherein the method includes:
[0025] Step S100: Obtain first image information through the first image acquisition device, the first image information includes image information of the first kumquat;
[0026] Step S200: Obtain second image information through the second image acquisition device, the second image information includes the image information of the first batch of kumquats, and the first batch of kumquats includes the first kumquat and the second kumquat N kumquat;
[0027] Specifically, the first kumquat is a target sorting object that needs to be sorted intelligently, and the first image information is the shape image information of the first kumquat obtained by the first image acquisition device, Including image information such as the shape, size, and color of the first kumquat, the second image information is the ...
Embodiment 2
[0085] Based on the same inventive concept as a big data-based kumquat intelligent sorting method in the foregoing embodiment, the present invention also provides a big data-based kumquat intelligent sorting device, such as figure 2 As shown, the system includes:
[0086] The first obtaining unit 11, the first obtaining unit 11 is used to obtain the first image information by the first image acquisition device, and the first image information includes the image information of the first kumquat;
[0087] The second obtaining unit 12, the second obtaining unit 12 is used to obtain the second image information by the second image acquisition device, the second image information includes the image information of the first batch of kumquat, the first batch of kumquat includes the first kumquat and the Nth kumquat;
[0088] A third obtaining unit 13, configured to obtain damage degree information of the first kumquat according to the first image information;
[0089] A fourth obt...
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Abstract
The invention discloses an intelligent kumquat sorting method and device based on big data, and the method comprises the steps: obtaining the damage degree information of first kumquats according to the first image information; obtaining color difference information of the first kumquat and the Nth kumquat according to the first image information and the second image information; inputting the damage degree information of the first kumquats and the color difference information into a kumquat sorting model to obtain first output information; obtaining size information of the first kumquat according to the first image information and the second image information; judging whether the size information of the first kumquat is within the preset size threshold value or not, and obtaining a first judgment result; and according to the first judgment result, determining whether the first output information continues to be sorted or not. The technical problems that in the prior art, cumquats are low in sorting efficiency, large in error and lack of specialty, and consequently the sorting quality is unqualified are solved.
Description
technical field [0001] The invention relates to the field of sorting and identification, in particular to a method and device for intelligent sorting of kumquats based on big data. Background technique [0002] Kumquat has golden skin color, thin skin and tender meat, juicy and sweet. The characteristic is that the peel and pulp can be eaten together. Kumquat contains special volatile oil, kumquat glycosides and other special substances. It has a pleasant aroma. It is quite characteristic and has nutritional value. For taller fruits, kumquats are currently sorted mainly by human eyes, or by manual weighing and weight sensing. [0003] However, in the process of realizing the technical solution of the invention in the embodiment of the present application, the inventor of the present application found that the above-mentioned technology has at least the following technical problems: [0004] The prior art has the technical problems of low kumquat sorting efficiency, large er...
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