Garbage detection method, garbage detection system and computer readable storage medium

Abstract

The invention discloses a garbage detection method, a garbage detection system and a computer readable storage medium, and the garbage detection method comprises the steps of obtaining a plurality of video frames, and obtaining a tracking result of a to-be-detected target in a target detection region from each video frame, wherein the tracking result comprises the category of the to-be-detected target; in response to that the category of the to-be-detected target is a garbage can and the overflow confidence is greater than a first preset threshold value, or the category of the to-be-detected target is exposed garbage and the detection classification joint confidence is greater than a second preset threshold value, taking the to-be-detected target as an alarm target, and accumulating the time of the video frames corresponding to all the alarm targets to obtain a first accumulated time; and in response to the fact that the first cumulative time is greater than a third preset threshold value, emptying the first cumulative time, and reporting all the alarm targets for alarm display. Therefore, the alarm accuracy of garbage can overflow and garbage exposure can be improved, and the influence of false detection of individual video frames on result judgment is avoided.

Description

technical field [0001] The present application relates to the technical field of computer vision, and in particular to a garbage detection method, a garbage detection system and a computer-readable storage medium. Background technique [0002] In recent years, local governments have been working hard to promote the process of building civilized cities across the country. Whether it is urban roads or commercial areas with a large flow of people, or various residential areas, a large number of trash cans have been added. People will produce a lot of garbage in their daily life, which will easily cause the garbage bins to overflow and cause all kinds of garbage to pile up together. Polluted air, especially in hot summer, will be more serious. Therefore, if there is a way to identify the overflowing or exposed garbage in the trash can in time, and notify the relevant personnel to clean it up, it is very necessary. [0003] At present, the commonly used method is to perform are...

AI Technical Summary

Problems solved by technology

[0003] At present, the commonly used method is to perform area detection on the acquired original image to obtain the target area in the original image, and then perform target detection on the target area to obtain the location information and type information of the garbage. It is difficult to stably identify the trash in the trash can only by a single target detection algorithm, which may easily cause the trash can to overflow and fail to report. Moreover, the scene of the garbage detection area is complex, and various items are stacked together, which is prone to garbage errors. check

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