人工智能技术在武术套路训练中的应用策略
2025-08-03李凤梅
【中图分类号】G852.9 【文献标识码】A 【文章编号】2095-2813(2025)19-0014-04
[Abstract] Withtherapid developmentof technology,artificialinteligence technologyhas provided newopportunities for the development of traditional Wushu routine training.The integration of artificial inteligence technology into Wushu routine training cannot only enhance the eficiencyand qualityof training,but also promote the innovation and dissemination of Wushu.However,this integration processisconfronted with numerous challenges.This article mainly expounds the necesity of integrating artificial intelligence technology into the training of Wushu routines, includig enhancing the standardization and safety of routine movements and improving the teaching eficiency of coaches.Some predicaments faced by the application of artificial inteligence technology in the training of Wushu routineswereanalyzed,suchasdata privacyandethics,technicallimitationsandaccuracy,commercializationandcontent quality,etc.Corresponding optimization strategies were proposed,including strengthening data privacyand ethical norms,improving technical acuracyandadaptability,and ensuring equal emphasis on commercializationand content quality.Itaims toprovide guidanceandreference fortheeffectiveappicationofartificialintelligence technology in the training of Wushu routines.
[Keywords] Artificial intelligence technology; Wushu; Routine training; Routine movements
近年来,人工智能逐步融入体育各个领域并引发了人类对体育发展\"不确定性\"的思考[1]。2024年4月19日,国际奥委会在伦敦正式发布《奥林匹克AI议程》,有研究者将其称为人工智能时代全球体育变革趋势的一个重要标志事件[2]。中华人民共和国工业和信息化部、中央网络安全和信息化委员会办公室、国家发作者简介:李凤梅(1978一),女,硕士,副教授,研究方向为武术文化推广与教学。
展和改革委员会、国家标准化管理委员会等四部门联合印发《国家人工智能产业综合标准化体系建设指南(2024版)》,强调人工智能是引领新一轮科技革命和产业变革的基础性和战略性技术,正成为发展新质生产力的重要引擎。不难看出,人工智能已逐步上升为国家战略和社会发展的一项重要内容。在武术套路训练中,人工智能技术的应用同样展现出巨大潜力。
1人工智能技术融入武术套路训练的必要性
1.1增强套路动作规范性与安全性
在武术套路训练中,套路动作的规范性与安全性是取得优异成绩、保障训练者健康的基础。套路动作的规范性不仅关乎武术套路的美感与准确性,还是确保训练者在比赛中稳定发挥的关键。通过深度学习等技术,人工智能能够对武术套路中的标准动作进行精准建模和详细分析,形成一套标准动作模板。随后,人工智能将这套标准动作模板与训练者的实际动作进行对比,准确指出训练者动作中的不规范之处,助力训练者自我纠正,提升套路动作的规范性[3]。……
