Sports health information prediction system based on deep learning network

被引:0
|
作者
Liu, Juan [1 ]
Wang, Shan [2 ]
机构
[1] Hunan City Univ, Sch Phys Educ, Yiyang, Hunan, Peoples R China
[2] Hengshui Univ, Acad Mus, Hengshui 053000, Hebei, Peoples R China
关键词
Children's sports; deep learning network; DRNTL method; health information; prediction system; sports results; MODEL;
D O I
10.1002/itl2.434
中图分类号
TN [电子技术、通信技术];
学科分类号
0809 ;
摘要
This paper adopts the deep network model constructed the results of the training are used to explore the detection of sports, and to verify the deep learning network model from the perspective of reliability and feasibility. The experimental results in this paper show that the comprehensive performance evaluation index FM increased by 2.6%, Pr increased by 0.7%, and Re increased by 4.4%. Therefore, the deep residual network structure used in the DRNTL method proposed in this paper can effectively improve the generalization ability of the network. Through the learning of a large amount of labeled data, the model can be applied to the detection of other untrained complex scenes. The engineering of the moving target detection method is of great significance.
引用
收藏
页数:6
相关论文
共 50 条
  • [31] Control modeling and optimization of network information security system based on deep learning data interaction
    Liu, Yijuan
    Wang, Qi
    Zheng, Zheng
    Cui, Lijun
    Measurement: Sensors, 2024, 33
  • [32] Building Campus Sports Information Learning Platform Based on Intelligent Sensor Network
    Chen, Chao
    Wu, Zhiming
    Chen, Qing
    Li, Xinwen
    WIRELESS COMMUNICATIONS & MOBILE COMPUTING, 2022, 2022
  • [33] Implementation of Snow and Ice Sports Health and Sports Information Collection System Based on Internet of Things
    Cheng, Long
    JOURNAL OF HEALTHCARE ENGINEERING, 2022, 2022
  • [34] An Intelligent Prediction for Sports Industry Scale Based on Time Series Algorithm and Deep Learning
    Liang, Hui
    COMPUTATIONAL INTELLIGENCE AND NEUROSCIENCE, 2022, 2022
  • [35] Performance Prediction and Action Performance Analysis of Sports Competitive Events Based on Deep Learning
    Zhang, Xiaoying
    Lou, Jianqiang
    MATHEMATICAL PROBLEMS IN ENGINEERING, 2022, 2022
  • [36] Probabilistic prediction system based on quantile deep learning model and multi-level information recognition
    Zhang, Linyue
    Wang, Jianzhou
    Li, Jingrui
    Qian, Yuansheng
    Li, Zhiwu
    EXPERT SYSTEMS WITH APPLICATIONS, 2025, 272
  • [37] The Analysis of Communication Strategy of Disabled Sports Information Based on Deep Learning and the Internet of Things
    Wang, Wanglong
    Liu, Qingwen
    Shu, Chuan
    IEEE ACCESS, 2024, 12 : 45976 - 45985
  • [38] On Students’ Sentiment Prediction Based on Deep Learning: Applied Information Literacy
    Nguyen Minh Tuan
    Phayung Meesad
    Duong Van Hieu
    Nguyen Ha Huy Cuong
    Maleerat Maliyaem
    SN Computer Science, 5 (7)
  • [39] Secure wireless network system based on deep reinforcement learning network
    Yan, Xiaolong
    Feng, Yingying
    OPTIK, 2022, 271
  • [40] Design of sports achievement prediction system based on U-net convolutional neural network in the context of machine learning
    Wang, Guoliang
    Ren, Tianping
    HELIYON, 2024, 10 (10)