摘要
快速发展的深度学习正在改变人类的衣食住行,教育领域也在深度学习的推动下发生着翻天覆地的变化。与此同时,因材施教和开阔眼界成为教育领域中亟须解决的难题之一,为了解决此难题,引入深度学习技术。以基于深度学习PyTorch在“飞行安全”教学中的应用为例,设计了RNN在“飞行安全”理论教学、CNN在“飞行安全”工程技术教学和案例教学中的应用场景,突出深度学习在教育领域的应用,有利于培养学生的创新思维和数据分析实践能力,并增强与时俱进的精神。
The rapid development of deep learning is changing people’s basic necessities of life,and the field of education is also undergoing earth shaking changes driven by deep learning.At the same time,teaching students in accordance with their aptitude and broadening their horizons have become one of the difficult problems to be solved in the field of education.In order to solve this problem,deep learning technology is introduced.Based on the application of PyTorch in flight safety teaching as an example,the application scenarios of RNN in flight safety theory teaching,CNN in flight safety engineering technology teaching and case teaching are designed.Highlighting the application of deep learning in the field of education is conducive to cultivating students’innovative thinking and data analysis practical ability,and strengthening the spirit of advancing with the times,aiming to verify the innovation of teaching methods.
作者
芦建辉
王林
侯明鑫
LU Jian-hui;WANG Lin;HOU Ming-xin(Aviation University of Air Force,Changchun,Jilin 130022,China;School of Mechanical and Power Engineering,Guangdong Ocean University,Zhanjiang,Guangdong 524088,China)
出处
《教育教学论坛》
2022年第46期137-140,共4页
Education And Teaching Forum
基金
2020年度广东海洋大学科研启动经费资助项目“基于人工智能机器视觉的海洋监控装备研究”(R20037)。
