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“大数据+人工智能”在游泳运动员训练中的应用研究

Research on the Application of"Big Data+Artificial"Intelligence in the Training of Swimmers
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摘要 人工智能和大数据技术的快速发展已经在各个领域取得了一定的成就,其中包括体育领域,但在其与游泳的结合方面还处于初期探索阶段。该文通过文献资料法等方法,结合智能可穿戴设备和图像视频等数据,运用人工智能分析及大数据技术进行综合采集和高效处理,以此精准矫正运动员的游泳姿势。研究结果表明,人工智能和大数据技术在运动员训练中的应用能够为他们提供更全面和个性化的数据支持,为运动员提供更深入的运动表现分析和技术改进的机会。这一发现强调了大数据和人工智能技术在提升运动员表现和技术指导方面的重要性。 The rapid development of artificial intelligence and big data technologies has achieved certain advancements in various fields,including the sports field,but their integration with swimming is still in the early exploration stage.By methods such as literature,combined with data such as intelligent wearable devices and image videos,this paper uses artificial intelligence analysis and big data technology for comprehensive collection and efficient processing,so as to accurately correct swimmers'swimming postures.Research results indicate that the application of artificial intelligence and big data technologies in the training of swimmers can provide them with more comprehensive and personalized data support,and provide them with the more in-depth analysis of sports performance and opportunities for technical improvements.This finding emphasizes the importance of big data and artificial intelligence technologies in enhancing swimmers'performance and technical guidance.
作者 任洪江 刘宏超 REN Hongjiang;LIU Hongchao(School of Physical Education,Shanxi Normal University,Taiyuan,Shanxi Province,030000 China)
出处 《当代体育科技》 2024年第6期19-22,共4页 Contemporary Sports Technology
基金 2022年度山西师范大学研究生课程思政示范课程(项目名称:运动技能学习原理,项目编号:2022YJSKCSZSFK-03)。
关键词 人工智能 大数据 游泳运动员 智能可穿戴设备 图像视频 Artificial intelligence Big data Swimmer Intelligent wearable device Image video
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