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Garbage can overflow state detection method and device, storage medium and electronic equipment

A state detection and trash can technology, applied in the field of computer vision, can solve the problems of increasing the workload of cleaning staff, misclassification, and false alarms.

Pending Publication Date: 2021-11-12
BOE TECH GRP CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

Although this method can realize the remote monitoring of the trash can, but after being blocked by pedestrians, motor vehicles and other objects, although the trash can can be detected, the probability of misclassification and false alarm is greatly increased when the classifier is used for classification processing. , but increased the workload of cleaning staff

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  • Garbage can overflow state detection method and device, storage medium and electronic equipment
  • Garbage can overflow state detection method and device, storage medium and electronic equipment
  • Garbage can overflow state detection method and device, storage medium and electronic equipment

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Embodiment Construction

[0027] Embodiments of the present invention are described in detail below, and examples of the embodiments are shown in the drawings, wherein the same or similar reference numerals denote the same or similar elements or elements having the same or similar functions throughout. The embodiments described below by referring to the figures are exemplary and are intended to explain the present invention and should not be construed as limiting the present invention.

[0028] The garbage bin overflow state detection method provided by this application can be applied to such as figure 1 shown in the application environment. Among them, the camera communicates with the processing device through the network, the camera collects the image of the garbage can, obtains the image to be detected, and sends it to the processing device, the processing device obtains the image to be detected, and performs multi-target detection on the image to be detected to obtain at least one Target detection...

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Abstract

The invention discloses a garbage can overflow state detection method and device, a storage medium and electronic equipment. The method comprises the following steps: acquiring a to-be-detected image; performing multi-target detection on the to-be-detected image to obtain at least one target detection frame; if the at least one target detection frame comprises a garbage can detection frame, performing target tracking on each target detection frame in the at least one target detection frame to obtain at least one target tracking frame; and if an overlapping degree of a garbage can tracking frame in the at least one target tracking frame and other target tracking frames is larger than a preset threshold value, obtaining a current state of a garbage can according to a historical state of the garbage can. According to the invention, the at least one target tracking frame is obtained through multi-target tracking, and the current state of the garbage can is determined according to the historical state of the garbage can when the overlapping degree of the garbage can tracking frame in the at least one target tracking frame and other target tracking frames is greater than the preset threshold value, so that false alarms caused by shielding of the garbage can can be reduced.

Description

technical field [0001] The invention relates to the technical field of computer vision, in particular to a method, device, storage medium and electronic equipment for detecting the overflow state of a trash can. Background technique [0002] At present, most of the management of trash cans is still in the stage of regular cleaning by the cleaning staff. In order to reduce the situation that the trash cans cannot be cleaned in time, the cleaning interval of the trash cans is usually shortened, but this will increase the work of the cleaning staff burden. In view of this problem, the related technology proposes to use computer vision algorithm to alarm the overflow state of the trash can. Specifically, the video image to be detected is input into the detection model to detect the target to obtain the detection result, and the detection result is compared with the detection threshold. When When the detection result is greater than the detection threshold, the classification pr...

Claims

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Application Information

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IPC IPC(8): G06K9/00G06K9/62
CPCG06F18/24G06F18/214
Inventor 张时宜
Owner BOE TECH GRP CO LTD