Implementation and Evaluation of Exercise and Performance Learning Assistant System Platform for Yoga Pose Practices Using Node.js

Irin Tri Anggraini, Nobuo Funabiki, Pradini Puspitaningayu, Shih Wei Shen, Wan Chia Huang, Chih Peng Fan

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

To support people enjoying exercises or learning performances at home such as Yoga poses or traditional dances, we have developed Exercise and Performance Learning Assistant System (EPLAS). In EPLAS, the user can practice it by following the model performance of the instructor in the video. Then, the key poses of the user will be rated as the feedback by comparing the keypoints between the instructor and the user that are extracted by OpenPose. We have provided the platform using the web browser. However, OpenPose needs to run on OS directly. We developed the EPLAS platform in this paper using Node.js as the web application server. When a user requests it via the browser, the rating function is immediately executed on the server. Furthermore, we employ use Docker to simply distribute the platform. We invited 10 Okayama University students to do various Yoga positions using the EPLAS for assessments, and the results verified the success of the deployment.

Original languageEnglish
Title of host publication2022 5th International Conference on Vocational Education and Electrical Engineering
Subtitle of host publicationThe Future of Electrical Engineering, Informatics, and Educational Technology Through the Freedom of Study in the Post-Pandemic Era, ICVEE 2022 - Proceeding
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages100-105
Number of pages6
ISBN (Electronic)9781665475815
DOIs
Publication statusPublished - 2022
Event5th International Conference on Vocational Education and Electrical Engineering, ICVEE 2022 - Virtual, Surabaya, Indonesia
Duration: Sep 10 2022Sep 11 2022

Publication series

Name2022 5th International Conference on Vocational Education and Electrical Engineering: The Future of Electrical Engineering, Informatics, and Educational Technology Through the Freedom of Study in the Post-Pandemic Era, ICVEE 2022 - Proceeding

Conference

Conference5th International Conference on Vocational Education and Electrical Engineering, ICVEE 2022
Country/TerritoryIndonesia
CityVirtual, Surabaya
Period9/10/229/11/22

Keywords

  • COVID-19
  • EPLAS
  • OpenPose
  • Python
  • QoL
  • Yoga pose

ASJC Scopus subject areas

  • Artificial Intelligence
  • Computer Science Applications
  • Information Systems and Management
  • Electrical and Electronic Engineering
  • Education

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