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新农科背景下基于AI昆虫识别软件的实验教学改革

杨娟 王国全 李俊 王小云 叶进 韦燕燕

智慧农业导刊2024,Vol.4Issue(5):13-16,4.
智慧农业导刊2024,Vol.4Issue(5):13-16,4.DOI:10.20028/j.zhnydk.2024.05.004

新农科背景下基于AI昆虫识别软件的实验教学改革

杨娟 1王国全 1李俊 1王小云 1叶进 2韦燕燕1

作者信息

  • 1. 广西大学 农学院 植物科学国家级实验教学示范中心,南宁 530004
  • 2. 广西大学 计算机与电子信息学院,南宁 530004
  • 折叠

摘要

Abstract

Starting with the intelligent recognition of insects,the experimental teaching reform and practice of entomology in the context of new agriculture were carried out.The software consists of four modules:insect picture upload,model training,target detection and results exporting.The pictures that complete the target detection are saved as needed.The development process of the software is carried out in Visual Studio Code environment,and Python language is used to realize the high efficiency and high precision detection of taking pictures.Finally,through the undergraduate experimental teaching,it is proposed to become a practical tool for agricultural students to identify and identify insects,which can greatly stimulate the enthusiasm of agricultural students in class.At the same time,it is also helpful to cultivate agricultural students'innovative thinking of modern agriculture in the context of New Agricultural Science.

关键词

新农科/AI/昆虫/实验教学/改革

Key words

New Agricultural Science/AI/insect/experimental teaching/reform

分类

社会科学

引用本文复制引用

杨娟,王国全,李俊,王小云,叶进,韦燕燕..新农科背景下基于AI昆虫识别软件的实验教学改革[J].智慧农业导刊,2024,4(5):13-16,4.

基金项目

广西高等教育本科教学改革工程项目(2020JGA101、XNK2022001、2023JGB127) (2020JGA101、XNK2022001、2023JGB127)

广西 2023 年学位与研究生教育改革课题项目(JGY2023033) (JGY2023033)

智慧农业导刊

2096-9902

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