In recent years, the application of the gradient boosting-back propagation (GB-BP) neural network algorithm in many industries has brought huge benefits, so how to combine the GB-BP neural network algorithm with sports has become a research hotspot. Based on this, this paper studies the application of the GB-BP neural network algorithm in wrestling, designs the sports athletes action recognition and classification model based on the GB-BP neural network algorithm, first analyzes the research status of wrestling action recognition, and then optimizes and improves the shortcomings of action recognition and big data analysis technology. The GB-BP neural network algorithm can realize the accurate recognition and classification of wrestlers' training actions and carry out big data mining analysis with known action recognition, so as to achieve accurate classification. The experimental results show that the model can play a good role in wrestling and effectively improve the efficiency of wrestlers in training.
机构:
Shanxi Med Univ, Coll Sports Rehabil, Taiyuan 030001, Shanxi, Peoples R China
Chinese Culture Univ, Coll Kinesiol & Hlth, Grad Inst Sport Coaching Sci, 55 Hwa Kang Rd, Taipei 11114, TaiwanShanxi Med Univ, Coll Sports Rehabil, Taiyuan 030001, Shanxi, Peoples R China
Wang, Dong
Yang, Jeng-Sheng
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机构:
Chinese Culture Univ, Dept Phys Educ, 55 Hwa Kang Rd, Taipei 11114, TaiwanShanxi Med Univ, Coll Sports Rehabil, Taiyuan 030001, Shanxi, Peoples R China
机构:
Chengdu Univ, Col Literature & Journalism, Chengdu 610106, Sichuan, Peoples R ChinaChengdu Univ, Col Literature & Journalism, Chengdu 610106, Sichuan, Peoples R China
Zhang, Cheng
Liu, Xingjun
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Sanya Univ, Sch Humanities & Commun, Sanya 572022, Hainan, Peoples R ChinaChengdu Univ, Col Literature & Journalism, Chengdu 610106, Sichuan, Peoples R China
机构:
China Univ Petr East China, Dept Phys Educ, Qingdao 266580, Shandong, Peoples R ChinaChina Univ Petr East China, Dept Phys Educ, Qingdao 266580, Shandong, Peoples R China
Hua, Xia
Han, Lei
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China Univ Petr East China, Dept Phys Educ, Qingdao 266580, Shandong, Peoples R ChinaChina Univ Petr East China, Dept Phys Educ, Qingdao 266580, Shandong, Peoples R China
Han, Lei
Jiang, Yang
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机构:
ZUGO Intelligence Technol Shen Zhen Co Ltd, ZUGO Digital Energy Bldg Keji First Rd High Tech, Zhuhai 519080, Guandong, Peoples R ChinaChina Univ Petr East China, Dept Phys Educ, Qingdao 266580, Shandong, Peoples R China
机构:
Zhejiang Tech Inst Econ, Dept Business Adm, Hangzhou 310016, Peoples R ChinaZhejiang Tech Inst Econ, Dept Business Adm, Hangzhou 310016, Peoples R China
Li, Haiqiu
Ahmed, Syed Hassan
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Zhejiang Tech Inst Econ, Dept Business Adm, Hangzhou 310016, Peoples R ChinaZhejiang Tech Inst Econ, Dept Business Adm, Hangzhou 310016, Peoples R China