基于人工智能技术的智慧烟草农业发展探究
Research on the development of smart tobacco agriculture based on artificial intelligence technology
施旭 1高松 1刘帅 1马石全 1黄坤 1潘元宏 1郭建 1宋文峰 1张铁怀 1官群荣 1肖长东 1吴锦慧 1龙宝安 1普恩平 1史晓慧 2吴思3
作者信息
- 1. 云南省烟草公司 红河州公司,云南 弥勒 652300
- 2. 北京市农林科学院 信息技术研究中心,北京 100097
- 3. 农芯 (南京) 智慧农业研究院,江苏 南京 211800
- 折叠
摘要
在新一轮科技革命和产业变革的历史背景下,发展智慧烟草农业是现代烟草农业的内在要求,也是实现我国农业现代化发展的必然趋势和正确选择.人工智能作为智慧烟草农业发展的关键技术,在烟草农业领域有着巨大的潜力.因此,文章结合智慧烟草农业发展内涵,选取育苗、种植、烘烤、分级四个烟叶生产关键环节概述了人工智能技术,特别是目标检测技术、图像识别技术、智能控制技术的应用现状.在此基础上,分析人工智能技术发展的制约因素,并从产业应用角度展望了未来发展趋势,以期为烟草农业智慧化发展提供思路.
Abstract
Under the historical background of a new round of scientific and technological revolution and industrial transformation,the development of smart tobacco agriculture is an inherent requirement of modern tobacco agriculture,and it is also an inevitable trend and correct choice to realize the modernization of my country's agriculture.As the key technology for the development of smart tobacco agriculture,artificial intelligence technology has great potential in the field of tobacco agriculture.Therefore,this paper summarizes the application status of artificial intelligence technology,especially target detection technology,image recognition technology,and intelligent control technology,based on the connotation of smart tobacco agriculture development,and selects the four key links of tobacco leaf production:seedling raising,planting,curing,and grading.On this basis,the restrictive factors of the development of artificial intelligence technology are analyzed,and the future development trends,research hotspots and technological breakthroughs are prospected from the perspective of industrial application,in order to provide ideas and reference for the intelligent development of tobacco agriculture.
关键词
智慧烟草农业/人工智能技术/研究进展/制约因素/发展建议Key words
smart tobacco agriculture/artificial intelligence technology/research progress/restricting factors/development suggestions引用本文复制引用
出版年
2024
NETL
NSTL
维普
万方数据