基于AIoT技术的害虫监测平台研究  

Research on Pest Monitoring Platform Based on AIoT Technology

作　　者：王睿[1,2] WANG Rui(School of Information and Artificial Intelligence,Anhui Business,Wuhu Anhui 241002,China;College of Industrial Education,Philippine University of Science and Technology,Manila 0900,Philippines)

机构地区：[1]安徽商贸职业技术学院信息与人工智能学院,安徽芜湖241002 [2]菲律宾科技大学工业教育学院,菲律宾马尼拉0900

出　　处：《上饶师范学院学报》2024年第6期6-13,共8页Journal of Shangrao Normal University

基　　金：安徽省教育厅自然科学项目(2022AH052741),安徽省教育厅质量工程项目(2021cjrh014、2022jnds024、2023cxtd149);安徽省职业与成人教育学会项目(AZCJ2023016);安徽商贸职业技术学院自然科学项目(2021ZDG05)。

摘　　要：基于物联网(Internet of things,IoT)和人工智能(artificial intelligence,AI)技术的人工智能物联网(artificial intelligence of things,AIoT)技术越来越受到人们关注。害虫检测是农业生产的重要环节。为了实时监测农作物的生长发育状态,设计了一种基于AIoT技术的害虫监测平台。该平台采用了改进的目标检测算法(第8版)(you only look once version 8,YOLOv8),可以实时监测和自动识别害虫,监测农作物和害虫的生长环境,生成害虫检测报告,并给予害虫防治意见。因此,基于AIoT技术的害虫监测平台不仅可提高害虫防治的效率和准确性,还可提升农业生产精细化和高效化的作业水平,有利于智慧农业的加速发展。Artificial intelligence of things(AIoT)technology based on the Internet of things(IoT)and artificial intelligence(AI)technology has attracted more and more attention.Pest detection is an important part of agricultural production.In order to monitor the growth and development status of crops in real time,a pest monitoring platform based on AIoT technology was designed.The platform adopted an improved object detection algorithm(you only look once version 8,YOLOv8),which could monitor and automatically identify pests in real time,monitor the growth environment of crops and pests,generate pest detection reports,and provide pest control opinions.Therefore,a pest monitoring platform based on AIoT technology can not only improve the efficiency and accuracy of pest control,but also enhance the level of precision and efficiency in agricultural production,which is conducive to the accelerated development of smart agriculture.

关 键 词：YOLOv8 AIoT技术 害虫监测平台 机器视觉 

分 类 号：TP311.1[自动化与计算机技术—计算机软件与理论]