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Industrial-grade garbage classification method and device

A garbage sorting and garbage technology, applied in the direction of sorting, etc., can solve the problems of poor operability and effect, not industrial grade, weak operability, etc., to save direct economic costs, reduce tree felling, and reduce land pollution Effect

Inactive Publication Date: 2021-01-05
DALI UNIV
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0003] The currently implemented garbage sorting method that relies on the participation of the whole people, on the one hand, due to the lack of knowledge of the public on judging the types of garbage; high
It is worth pointing out that in the garbage classification method involving the participation of the whole people, the garbage classification technology based on artificial intelligence has begun to be applied, but there are two problems in the current garbage classification method based on new technology. First, they are not industrial-level, namely, They are only for personal use by residents to help residents identify the types of garbage; second, the current methods are mostly software and lack hardware support. Therefore, the existing garbage classification methods are poor in operability and effect in the entire garbage treatment process

Method used

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  • Industrial-grade garbage classification method and device

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Embodiment 1

[0023] A method for classifying industrial-grade garbage, specifically comprising the following steps:

[0024] (1) Collect garbage sorting images from the garbage environment, and establish a garbage sorting image database; in the sorting image database, there are but not limited to 8 categories of garbage labels, of which 5 are recyclable and 3 are non-recyclable, specifically: recyclable-waste Paper, Recyclable-Plastic, Recyclable-Glass, Recyclable-Metal, Recyclable-Cloth, Non-Recyclable-Food Waste, Non-Recyclable-Hazardous, Non-Recyclable-Other.

[0025] (2) The pre-processing device disperses the garbage, adopts the image recognition model to identify the dispersed garbage images, compares them with the images in the classified image database, and realizes the classification of garbage; the present invention selects 3 representative classic images The recognition models are Vgg16, GoogleNet and AlexNet. All three are classic models of image recognition, which have good e...

Embodiment 2

[0039] Further, the device used in the industrial-grade garbage sorting method described in this embodiment includes a garbage disperser 1, a bracket 6, a conveyor belt 7, a camera 8, a garbage sorting board 9, and a controller 10, and the garbage disperser 1 is fixed on the bracket 6 Above, the garbage disperser 1 includes a garbage inlet 2, a dispersing chamber 3, a rotating blade 4, and a garbage outlet 5. The garbage inlet 2 is funnel-shaped, and a garbage dispersing chamber 3 is arranged under the garbage inlet, and a rotating blade is arranged in the garbage dispersing chamber 3. 4. The rotating blade 4 is connected to the dispersion motor through a shaft; one side of the dispersion chamber 3 is provided with a garbage outlet 5, and a conveyor belt is provided at the garbage outlet 5, and a camera 8 is arranged above the conveyor belt 7, and the camera 8 is connected to the controller 10, and the controller 10 is connected with the sorting motor, and the sorting motor is ...

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Abstract

The invention discloses an industrial-grade garbage classification method and device, and belongs to the technical field of garbage classification. The method includes the steps that garbage classification images are collected from a garbage environment, and a garbage classification image database is established; a pre-treatment device scatters the garbage, an image recognition model is adopted torecognize an image of scattered garbage, and the scattered garbage image is compared with an image in a classification image database, and thus garbage classification is achieved; and according to signals transmitted by the image recognition model, a garbage conveying track is intervened, and finally different types of garbage are conveyed into different garbage cans. Compared with a traditionalgarbage classification method depending on people participation, the method is based on an artificial intelligence method, machines are used for replacing manpower to achieve automatic classificationof industrial-grade household garbage, and the device can replace manpower, is suitable for dirty, disordered and poor environments, and has the advantages of higher operability, lower cost and bettereffect.

Description

technical field [0001] The invention relates to an industrial-grade garbage sorting method and device, belonging to the technical field of garbage sorting. Background technique [0002] In the traditional waste treatment process, due to serious deficiencies in the links of collection, clearing and recycling, etc., the application of industrial-level waste classification technology has not been realized. Garbage in the living area is directly cleared and transported to medium and large garbage collection and distribution centers, and then compressed into landfill or incinerated. For example, many community residents complete the classification of garbage according to the requirements, but in the process of cleaning and transportation, the cleaning and transportation vehicles mix the sorted garbage together. [0003] The currently implemented garbage sorting method that relies on the participation of the whole people, on the one hand, due to the lack of knowledge of the pub...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): B07C5/00B07C5/02B07C5/36
CPCB07C5/00B07C5/02B07C5/362B07C2501/0054
Inventor 周池春刘益胡健赵恩铭
Owner DALI UNIV
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