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Article sorting method, device, storage medium and electronic equipment

A sorting device and article technology, applied in the direction of sorting, instruments, characters and pattern recognition, etc., can solve problems such as decay, sorting efficiency not reaching the ideal level, and farmers' economic losses, so as to achieve accurate sorting and improve sorting Efficiency and effect on sorting quality

Active Publication Date: 2019-06-18
SOUTH UNIVERSITY OF SCIENCE AND TECHNOLOGY OF CHINA
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

The current sorting method of items generally uses pure manual sorting of items, which has low sorting efficiency and high labor intensity
Due to the relatively concentrated time for items to mature, if the items are not picked, sorted, packaged, and sold in time, and the items are stacked for too long, they will deteriorate or even rot, which will bring economic losses to farmers.
In addition, the sorting efficiency of items on the upper production line in other industrial production has not reached the ideal level

Method used

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  • Article sorting method, device, storage medium and electronic equipment
  • Article sorting method, device, storage medium and electronic equipment
  • Article sorting method, device, storage medium and electronic equipment

Examples

Experimental program
Comparison scheme
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Embodiment 1

[0043] figure 1 It is a flow chart of the article sorting method provided in Embodiment 1 of the present application. This embodiment is applicable to the situation of sorting articles. The method can be executed by the article sorting device provided in the embodiment of the present application. The device can It is implemented by means of software and / or hardware, and can be integrated into electronic equipment.

[0044] Such as figure 1 As shown, the article sorting method includes:

[0045] S110. Obtain an item image of the item to be sorted.

[0046] Wherein, the items to be sorted may be items conveyed on a conveyor belt, such as vegetables, fruits, various mechanical parts, and the like. In this embodiment, the items to be sorted can be conveyed one by one on the conveyor belt. The advantage of such setting is that it is beneficial to the determination of the sorting parameters of the items to be sorted and the sorting of the items to be sorted.

[0047] The image o...

Embodiment 2

[0061] figure 2 It is a flow chart of the article sorting method provided in Embodiment 2 of the present application. This embodiment is further optimized on the basis of the technical solutions of the above embodiments. The specific optimization is: before using the discriminator of the adversarial network model to determine the sorting parameters of the item image, it also includes: training the at least two adversarial network models in the following way: inputting the sample item picture to the first adversarial network model The first generator, and input the output result of the first generator into the first discriminator of the first confrontation network model and the second discriminator of the second confrontation network model, so as to compare the first generator, the first The discriminator and the second discriminator are trained; the sample item picture is input to the second generator of the second confrontation network model, and the output of the second gen...

Embodiment 3

[0075] image 3 It is a schematic structural diagram of the article sorting device provided in Embodiment 3 of the present application. Such as image 3 As shown, the article sorting device includes:

[0076] Item image acquisition module 310, configured to acquire the item image of the item to be sorted;

[0077] The sorting parameter determination module 320 is used to determine the sorting parameters of the item image by using the discriminator of the confrontation network model;

[0078] The sorting control module 330 is configured to control the sorting device to sort the items to be sorted according to the sorting parameters of the item images.

[0079] In the technical solution provided by the embodiment of the present application, by obtaining the item image of the item to be sorted; using the discriminator of the confrontation network model to determine the sorting parameters of the item image; according to the sorting parameters of the item image, control the sort...

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Abstract

The embodiment of the invention discloses an article sorting method, device, storage medium and electronic equipment. The article sorting method comprises the following steps of acquiring an article image of an article to be sorted; determining a sorting parameter of the article image by using a discriminator against a network model; and according to the sorting parameter of the article image, controlling a sorting apparatus to sort the article to be sorted. By executing the article sorting method, device, storage medium and electronic equipment, an image based on articles can be realized, sothat the sorting efficiency and the sorting quality can be improved.

Description

technical field [0001] The embodiments of the present application relate to the field of item sorting, and in particular, to an item sorting method, device, storage medium, and electronic equipment. Background technique [0002] With the improvement of people's living standards, in order to meet the needs of life, the development of the item planting industry is driven by people's living needs, and the output of items is increasing rapidly. [0003] Every season when the items are ripe, a lot of manpower must be invested in picking, sorting, and packaging. The current item sorting method generally uses pure manual sorting of items, which has low sorting efficiency and high labor intensity. Since the maturing time of the items is relatively concentrated, if the items are not picked, sorted, packaged, and sold in time, the items will deteriorate or even rot if the items are stacked for too long, which will bring economic losses to farmers. In addition, the sorting efficiency...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): B07C5/34G06K9/62G06K9/00
Inventor 程然张玉立何成黄世华
Owner SOUTH UNIVERSITY OF SCIENCE AND TECHNOLOGY OF CHINA
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