Glass bottle tracking and counting system

Abstract

The invention discloses a glass bottle tracking and counting system. The system comprises a visual imaging module, a motion control module and an information processing module; the visual imaging module and the motion control module are connected with the information processing module; the information processing module is used for inputting an opening signal to the motion control module, inputting a stop signal to the motion control module, receiving a video image sent by the visual imaging module, and carrying out ID labeling on the updated Tracks according to a glass bottle tracking counting method to complete counting; the motion control module is used for controlling the conveyor belt to drive glass bottles on the conveyor belt to reciprocate within a preset boundary range according to the received opening signal, and stopping the motion according to the received stop signal; and the visual imaging module is used for collecting video images of the glass bottles moving back and forth and sending the video images to the information processing module. The speed and accuracy of tracking and counting the glass bottle opening are effectively improved.

Description

technical field [0001] The invention belongs to the technical field of industrial automatic detection, in particular to a tracking and counting system for glass bottles. Background technique [0002] Target tracking is an important branch of computer vision. It uses the context information of video or image sequences to model the appearance and motion information of the target, so as to predict the target motion state and mark the position of the target. It is a higher level of Premises and foundations for image understanding (e.g. target action recognition) tasks. [0003] my country's annual demand for glass bottles is huge. In 2018, my country's output of glass packaging products reached 15.4914 million tons. However, the existing counting system has the following problems: when counting, there are a large number of glass bottles, and the similarity between each glass bottle is very high. In the process of identification, it is very easy to have errors, misses, and targe...

AI Technical Summary

Problems solved by technology

However, the existing counting system has the following problems: when counting, there are a large number of glass bottles, and the similarity between each glass bottle is very high. During the identification process, it is very easy to have mistakes, misses, and target loss, which will lead to the occurrence of counting results. error; due to the smooth surface, high reflectivity and irregular shape of glass bottles, a large number of reflective areas will appear during the imaging process, which will affect the accuracy of recognition and counting; due to the fast transportation speed of glass bottles in industrial production, it will affect the counting efficiency There are also high requirements, so the counting algorithm of glass bottles needs high real-time performance, resulting in low counting efficiency and accuracy of traditional glass bottle counting

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