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Design and Implementation of Football Player Training Management System Based on Intelligent Image

This article is aimed at studying the design and implementation of a football player training management system based on smart images. Based on the analysis of the importance of informatization for scientific football training, system performance requirements and intelligent image detection technolo...

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Detalles Bibliográficos
Autores principales: Sun, Yang, Hu, Changjun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8767373/
https://www.ncbi.nlm.nih.gov/pubmed/35069799
http://dx.doi.org/10.1155/2022/6091557
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author Sun, Yang
Hu, Changjun
author_facet Sun, Yang
Hu, Changjun
author_sort Sun, Yang
collection PubMed
description This article is aimed at studying the design and implementation of a football player training management system based on smart images. Based on the analysis of the importance of informatization for scientific football training, system performance requirements and intelligent image detection technology, the football player training management is designed. The overall architecture of the system, and the detailed design of each functional module of the system. It mainly includes football player information management module, football player training plan viewing module, training goal formulation module and training information feedback module. The realization of the training management system relies on intelligent image technology to detect and track athletes. Finally, the performance of the system was tested. The test results show that the expected response time of each module of the system when different numbers of users are accessed is within 3 seconds. The longest actual time is 2.64 s, and the actual shortest time is 1.18 s. It can be seen that the response time of the system meets the demand. At the same time, the system throughput rate meets the requirements of this article, and the user pass rate is also above 95%, indicating that the performance of the football player training management system designed in this article is better.
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spelling pubmed-87673732022-01-20 Design and Implementation of Football Player Training Management System Based on Intelligent Image Sun, Yang Hu, Changjun Appl Bionics Biomech Research Article This article is aimed at studying the design and implementation of a football player training management system based on smart images. Based on the analysis of the importance of informatization for scientific football training, system performance requirements and intelligent image detection technology, the football player training management is designed. The overall architecture of the system, and the detailed design of each functional module of the system. It mainly includes football player information management module, football player training plan viewing module, training goal formulation module and training information feedback module. The realization of the training management system relies on intelligent image technology to detect and track athletes. Finally, the performance of the system was tested. The test results show that the expected response time of each module of the system when different numbers of users are accessed is within 3 seconds. The longest actual time is 2.64 s, and the actual shortest time is 1.18 s. It can be seen that the response time of the system meets the demand. At the same time, the system throughput rate meets the requirements of this article, and the user pass rate is also above 95%, indicating that the performance of the football player training management system designed in this article is better. Hindawi 2022-01-11 /pmc/articles/PMC8767373/ /pubmed/35069799 http://dx.doi.org/10.1155/2022/6091557 Text en Copyright © 2022 Yang Sun and Changjun Hu. https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Sun, Yang
Hu, Changjun
Design and Implementation of Football Player Training Management System Based on Intelligent Image
title Design and Implementation of Football Player Training Management System Based on Intelligent Image
title_full Design and Implementation of Football Player Training Management System Based on Intelligent Image
title_fullStr Design and Implementation of Football Player Training Management System Based on Intelligent Image
title_full_unstemmed Design and Implementation of Football Player Training Management System Based on Intelligent Image
title_short Design and Implementation of Football Player Training Management System Based on Intelligent Image
title_sort design and implementation of football player training management system based on intelligent image
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8767373/
https://www.ncbi.nlm.nih.gov/pubmed/35069799
http://dx.doi.org/10.1155/2022/6091557
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