蚌埠学院学报2024,Vol.13Issue(5) :118-122,128.

基于OBE理念的Yolov5算法实例教学研究

Study of Teaching Yolov5 Algorithm Examples Based on OBE Concepts

朱洪浩 曹建磊 郭城 王娇宇 陶珂
蚌埠学院学报2024,Vol.13Issue(5) :118-122,128.

基于OBE理念的Yolov5算法实例教学研究

Study of Teaching Yolov5 Algorithm Examples Based on OBE Concepts

朱洪浩 1曹建磊 1郭城 1王娇宇 1陶珂1
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作者信息

  • 1. 蚌埠学院 计算机与信息工程学院,安徽 蚌埠 233030
  • 折叠

摘要

针对深度学习课程理论知识多、教师讲解困难、学生难于理解的教学实际,重点研究深度学习课程中有关图像处理的最新算法Yolov5的实例教学策略,以提高学生对深度学习课程的学习兴趣,增强学生发现问题并解决问题的能力.本实例讲解了基于OBE理念的Yolov5口罩佩戴识别算法,首先进行教学方法阐述与分析;其次进行教学实例的选择和算法的实现讲解;最后通过教学反思和教学评价促进教学质量的提升.

Abstract

Aiming at the teaching reality that deep learning courses have a lot of theoretical knowledge,teachers' explanations are difficult,and students are hard to understand,it focuses on the teaching strate-gy of the example of Yolov5,the latest algorithm about image processing in deep learning courses,to im-prove students' interest in learning deep learning courses,and to enhance student' s ability to discover problems and solve them.The example explains the Yolov5 mask-wearing recognition algorithm based on the OBE concept,firstly,the teaching method is elaborated and analyzed,secondly,the selection of teach-ing examples and the implementation of the algorithm are explained,finally,the teaching quality is promo-ted through teaching reflection and teaching evaluation.

关键词

OBE/深度学习/Yolov5算法/实例教学

Key words

Outcomes-based Education/deep learning/Yolov5 algorithm/teaching by example

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基金项目

安徽省高等学校省级质量工程重点项目(2022xqhz044)

安徽省高等学校省级质量工程重点项目(2022sdxx020)

出版年

2024
蚌埠学院学报
蚌埠学院

蚌埠学院学报

影响因子:0.231
ISSN:2095-297X
参考文献量6
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