<abstract xmlns="http://www.w3.org/1999/xhtml">

<p>For a long time, the situation of students’ learning in physical education (PE) was not optimistic, especially the basic movement learning after class, which lacked effective online learning tools. With the in-depth research of deep neural network and the rapid development of computer hardware, the artificial intelligence technology based on deep learning has performed well in the field of basic teaching. Therefore, in this paper, an intelligent teaching system of basic movements in PE is designed. First, the information of coordinate points is collected according to the Gaussian model, and the pose of students is estimated by OpenPose. Second, the overall architecture and functional modules of the system are designed. Finally, the deviation limbs that affect the standard of overall movements are identified by the matching algorithm, which realises the evaluation and feedback of basic movements in PE. Through this teaching system, teachers can obtain the learning situation of students’ movements, and students can adjust their movements through the feedback, which achieves the convenient interaction of PE teaching.</p>
</abstract>

For a long time, the situation of students’ learning in physical education (PE) was not optimistic, especially the basic movement learning after class, which lacked effective online learning tools. With the in-depth research of deep neural network and the rapid development of computer hardware, the artificial intelligence technology based on deep learning has performed well in the field of basic teaching. Therefore, in this paper, an intelligent teaching system of basic movements in PE is designed. First, the information of coordinate points is collected according to the Gaussian model, and the pose of students is estimated by OpenPose. Second, the overall architecture and functional modules of the system are designed. Finally, the deviation limbs that affect the standard of overall movements are identified by the matching algorithm, which realises the evaluation and feedback of basic movements in PE. Through this teaching system, teachers can obtain the learning situation of students’ movements, and students can adjust their movements through the feedback, which achieves the convenient interaction of PE teaching.

Design and evaluation of intelligent teaching system on basic movements in PE

Applied Mathematics and Nonlinear Sciences

This work is licensed under the Creative Commons Attribution 4.0 International License.

{"article-title":"Design and evaluation of intelligent teaching system on basic movements in PE"}

For a long time, the situation of students’ learning in physical education (PE) was not optimistic, especially the basic movement learning after class, which...

Design and evaluation of intelligent teaching system on basic movements in PE

Published Online: May 20, 2022

Page range: 529 - 538

Received: Mar 23, 2022

Accepted: Apr 10, 2022

DOI: https://doi.org/10.2478/amns.2021.2.00189

Keywords
PE, human pose estimation, teaching system

© 2023 Xiaodi Liu, published by Sciendo

This work is licensed under the Creative Commons Attribution 4.0 International License.

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Design and evaluation of intelligent teaching system on basic movements in PE

Published Online: May 20, 2022

Page range: 529 - 538

Received: Mar 23, 2022

Accepted: Apr 10, 2022

DOI: https://doi.org/10.2478/amns.2021.2.00189

KeywordsPE, human pose estimation, teaching system

© 2023 Xiaodi Liu, published by Sciendo

This work is licensed under the Creative Commons Attribution 4.0 International License.

Fig. 1

Fig. 2

Fig. 3

Fig. 4

Fig. 5

Keywords
PE, human pose estimation, teaching system