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一款基于CNN+OpenCV的智能送药小车设计

张秉文 张岳 何西远

现代信息科技2024,Vol.8Issue(4):175-179,5.
现代信息科技2024,Vol.8Issue(4):175-179,5.DOI:10.19850/j.cnki.2096-4706.2024.04.036

一款基于CNN+OpenCV的智能送药小车设计

Design of an Intelligent Medication Delivery Cart Based on CNN+OpenCV

张秉文 1张岳 1何西远1

作者信息

  • 1. 山东青年政治学院 信息工程学院,山东 济南 250103
  • 折叠

摘要

Abstract

Smart healthcare is one of the highly regarded fields in the medical industry in China,and intelligent medication delivery device is an important component within this domain.The device can prevent delays in medication delivery caused by human errors,improve work efficiency and ensure the work quality.During epidemic situation,it can effectively reduce the risk of infection for healthcare workers.This paper designs an intelligent medication delivery device based on CNN+OpenCV.It utilizes the Raspberry Pi 3B+as the main control unit,uses five-channel grayscale sensors and other hardware modules.It adopts the Dijkstra's algorithm to achieve the shortest path,uses OpenCV for image processing,utilizes CNN to achieve numerical recognition,and simulates medication delivery tasks in hospital wards.Through multiple tests,the device has consistently and efficiently completed medication delivery tasks.

关键词

机器视觉/智能送药/CNN/Dijkstra算法

Key words

machine vision/intelligent medication delivery/CNN/Dijkstra's Algorithm

分类

信息技术与安全科学

引用本文复制引用

张秉文,张岳,何西远..一款基于CNN+OpenCV的智能送药小车设计[J].现代信息科技,2024,8(4):175-179,5.

基金项目

山东青年政治学院校级应用型科研项目(2021yyx-yb05) (2021yyx-yb05)

现代信息科技

2096-4706

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