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Feasibility Study of Mass Sports Fitness Program Based on Neural Network Algorithm

Mass sports has become a world trend, setting off a new health revolution in the world. Mass fitness programs not only enrich people's lives. It not only relieves the psychological pressure of modern people but also promotes people's health and improves people's quality of life. Accor...

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Detalles Bibliográficos
Autores principales: Li, Jian, Wu, Yejin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9377887/
https://www.ncbi.nlm.nih.gov/pubmed/35978895
http://dx.doi.org/10.1155/2022/3639157
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author Li, Jian
Wu, Yejin
author_facet Li, Jian
Wu, Yejin
author_sort Li, Jian
collection PubMed
description Mass sports has become a world trend, setting off a new health revolution in the world. Mass fitness programs not only enrich people's lives. It not only relieves the psychological pressure of modern people but also promotes people's health and improves people's quality of life. According to the time-consuming stability of neural network algorithm, this paper proposes a sports video recognition algorithm based on BP neural network. The static and dynamic features are classified by BP neural network, and the basic probability assignment is constructed according to the preliminary recognition results. At the same time, we use evidence theory to fuse the preliminary results and get the results of motion video recognition. It can be applied to the generation model of the feasible scheme of mass sports fitness. Relevant experiments show that the whole model that generates the feasible mass sports fitness scheme can accurately generate the sports fitness scheme of multiple patient users and ensure the rationality and safety of the sports fitness scheme.
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spelling pubmed-93778872022-08-16 Feasibility Study of Mass Sports Fitness Program Based on Neural Network Algorithm Li, Jian Wu, Yejin Comput Intell Neurosci Research Article Mass sports has become a world trend, setting off a new health revolution in the world. Mass fitness programs not only enrich people's lives. It not only relieves the psychological pressure of modern people but also promotes people's health and improves people's quality of life. According to the time-consuming stability of neural network algorithm, this paper proposes a sports video recognition algorithm based on BP neural network. The static and dynamic features are classified by BP neural network, and the basic probability assignment is constructed according to the preliminary recognition results. At the same time, we use evidence theory to fuse the preliminary results and get the results of motion video recognition. It can be applied to the generation model of the feasible scheme of mass sports fitness. Relevant experiments show that the whole model that generates the feasible mass sports fitness scheme can accurately generate the sports fitness scheme of multiple patient users and ensure the rationality and safety of the sports fitness scheme. Hindawi 2022-08-08 /pmc/articles/PMC9377887/ /pubmed/35978895 http://dx.doi.org/10.1155/2022/3639157 Text en Copyright © 2022 Jian Li and Yejin Wu. 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
Li, Jian
Wu, Yejin
Feasibility Study of Mass Sports Fitness Program Based on Neural Network Algorithm
title Feasibility Study of Mass Sports Fitness Program Based on Neural Network Algorithm
title_full Feasibility Study of Mass Sports Fitness Program Based on Neural Network Algorithm
title_fullStr Feasibility Study of Mass Sports Fitness Program Based on Neural Network Algorithm
title_full_unstemmed Feasibility Study of Mass Sports Fitness Program Based on Neural Network Algorithm
title_short Feasibility Study of Mass Sports Fitness Program Based on Neural Network Algorithm
title_sort feasibility study of mass sports fitness program based on neural network algorithm
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9377887/
https://www.ncbi.nlm.nih.gov/pubmed/35978895
http://dx.doi.org/10.1155/2022/3639157
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