Device and method for recognizing garbage types based on images

An image recognition and image acquisition device technology, applied in the field of garbage sorting and recycling, can solve problems such as complex garbage sorting operations, low equipment intelligence, and unclear classification, and achieve intelligent recognition, improved accuracy, and accurate correspondence. Effect

Pending Publication Date: 2020-08-25
HISENSE
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  • Abstract
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Problems solved by technology

[0005] This application provides a device and method for identifying garbage types based on images. The garbage images can be obtained through the image acquisition device, the garbage classification model can be constructed, the prediction probability of small and large categories of garbage can be calculated, and the identification frame of garbage images can be constructed to a certain extent. Solve the problems of complex garbage classification operations, low accuracy, unclear classification, and low equipment intelligence

Method used

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  • Device and method for recognizing garbage types based on images
  • Device and method for recognizing garbage types based on images
  • Device and method for recognizing garbage types based on images

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Embodiment Construction

[0044] The technical solutions in the embodiments of the present invention will be clearly and completely described below in conjunction with the accompanying drawings in the embodiments of the present invention. Obviously, the described embodiments are only some, not all, embodiments of the present invention. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without making creative efforts belong to the protection scope of the present invention.

[0045] Reference throughout this specification to "a number of embodiments," "some embodiments," "one embodiment," or "an embodiment" means that a particular feature, structure, or characteristic described in connection with the embodiment is included in at least one Examples. Thus, appearances of the phrases "in various embodiments," "in some embodiments," "in at least one other embodiment," or "in an embodiment," etc. throughout this specification do not neces...

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Abstract

The invention relates to the technical field of garbage sorting and recycling, in particular to a device and a method for recognizing garbage types based on images. The problems of complex garbage classification operation, low accuracy, unclear classification and low equipment intelligence can be solved to a certain extent. The device for recognizing the garbage types based on the images comprisesa display screen configured to be used for displaying an interface; an image acquisition device configured to be used for acquiring a garbage image; a processor, configured to calculate garbage typeresult information by using a garbage classification model based on the garbage image, and output the garbage type result information to the display screen.

Description

technical field [0001] The present application relates to the technical field of garbage sorting and recycling, and in particular to a device and method for identifying garbage types based on images. Background technique [0002] As the problem of environmental pollution becomes more and more serious, the recycling of garbage has become an important part of the sustainable development strategy. Since there are often multiple types of objects mixed in the garbage, before the garbage is recycled, it is first necessary to classify the garbage, so as to recycle and treat different types of garbage separately. [0003] With the launch of domestic waste classification in most areas, waste is usually divided into four categories, namely recyclables, kitchen waste (wet waste), hazardous waste, and other waste (dry waste), such as Figure 1A shown. [0004] In some implementations of garbage classification, garbage is classified based on the user's life experience, but when the user...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06K9/62G06N3/04G06N3/08
CPCG06N3/084G06N3/047G06N3/045G06F18/2415G06F18/241
Inventor 高伟杰赵英芹冯谨强
Owner HISENSE
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