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.
机构:
South China Univ Technol, Sch Phys Educ, Guangzhou 510640, Guangdong, Peoples R ChinaSouth China Univ Technol, Sch Phys Educ, Guangzhou 510640, Guangdong, Peoples R China
Ma, Xiaojun
Zhang, Zhenfeng
论文数: 0引用数: 0
h-index: 0
机构:
Zhengzhou Univ Aeronaut, Zhengzhou 450046, Henan, Peoples R ChinaSouth China Univ Technol, Sch Phys Educ, Guangzhou 510640, Guangdong, Peoples R China
机构:
State Grid Henan Elect Power Co, Digital Work Dept, Zhengzhou, Henan, Peoples R ChinaState Grid Henan Elect Power Co, Digital Work Dept, Zhengzhou, Henan, Peoples R China
Chang, Dayong
Gao, Xiaofeng
论文数: 0引用数: 0
h-index: 0
机构:
State Grid Henan Elect Power Co, Digital Work Dept, Zhengzhou, Henan, Peoples R ChinaState Grid Henan Elect Power Co, Digital Work Dept, Zhengzhou, Henan, Peoples R China
Gao, Xiaofeng
Guo, Yongqiang
论文数: 0引用数: 0
h-index: 0
机构:
State Grid Henan Elect Power Co Informat, Commun Branch, Data Management Ctr, Zhengzhou, Henan, Peoples R ChinaState Grid Henan Elect Power Co, Digital Work Dept, Zhengzhou, Henan, Peoples R China
Guo, Yongqiang
Wang, Du
论文数: 0引用数: 0
h-index: 0
机构:
State Grid Henan Elect Power Co Informat, Commun Branch, Data Management Ctr, Zhengzhou, Henan, Peoples R ChinaState Grid Henan Elect Power Co, Digital Work Dept, Zhengzhou, Henan, Peoples R China
机构:
Guizhou Normal Univ, Dept Phys Educ, Guiyang 550001, Guizhou, Peoples R ChinaGuizhou Normal Univ, Dept Phys Educ, Guiyang 550001, Guizhou, Peoples R China
Song, Hesheng
Xiu-ying Han
论文数: 0引用数: 0
h-index: 0
机构:
Shandong Univ Financial & Econ, Dept Phys Educ, Jinan 250014, Shandong, Peoples R ChinaGuizhou Normal Univ, Dept Phys Educ, Guiyang 550001, Guizhou, Peoples R China
Xiu-ying Han
Montenegro-Marin, Carlos Enrique
论文数: 0引用数: 0
h-index: 0
机构:
Univ Distrital Francisco Jose Caldas, Fac Ingn, Bogota, ColombiaGuizhou Normal Univ, Dept Phys Educ, Guiyang 550001, Guizhou, Peoples R China
Montenegro-Marin, Carlos Enrique
Krishnamoorthy, Sujatha
论文数: 0引用数: 0
h-index: 0
机构:
Wenzhou Kean Univ, Wenzhou, Peoples R ChinaGuizhou Normal Univ, Dept Phys Educ, Guiyang 550001, Guizhou, Peoples R China
机构:
Taizhou Univ, Sch Elect & Informat Engn, Taizhou, Zhejiang, Peoples R ChinaTaizhou Univ, Sch Elect & Informat Engn, Taizhou, Zhejiang, Peoples R China
Sun, Lijie
Liu, Chunxue
论文数: 0引用数: 0
h-index: 0
机构:
Liaoning Univ, Sch Informat, Shenyang, Liaoning, Peoples R ChinaTaizhou Univ, Sch Elect & Informat Engn, Taizhou, Zhejiang, Peoples R China
Liu, Chunxue
Wang, Ying
论文数: 0引用数: 0
h-index: 0
机构:
State Grid Heilongjiang Elect Power Co Ltd, Econ & Technol Res Inst, Haerbin, Heilongjiang, Peoples R ChinaTaizhou Univ, Sch Elect & Informat Engn, Taizhou, Zhejiang, Peoples R China
Wang, Ying
Bing, Zhaohong
论文数: 0引用数: 0
h-index: 0
机构:
Comp Technol Inst East China, Shanghai, Peoples R ChinaTaizhou Univ, Sch Elect & Informat Engn, Taizhou, Zhejiang, Peoples R China
机构:
School of Electronics and Information Engineering, Taizhou University, Zhejiang, TaizhouSchool of Electronics and Information Engineering, Taizhou University, Zhejiang, Taizhou
Sun L.
Liu C.
论文数: 0引用数: 0
h-index: 0
机构:
School of Information, Liaoning University, Liaoning, ShenyangSchool of Electronics and Information Engineering, Taizhou University, Zhejiang, Taizhou
Liu C.
Wang Y.
论文数: 0引用数: 0
h-index: 0
机构:
Economic and Technological Research Institute of State Grid Heilongjiang Electric Power Co., Ltd., Heilongjiang, HaerbinSchool of Electronics and Information Engineering, Taizhou University, Zhejiang, Taizhou
Wang Y.
Bing Z.
论文数: 0引用数: 0
h-index: 0
机构:
Computing Technology Institute of East China, ShanghaiSchool of Electronics and Information Engineering, Taizhou University, Zhejiang, Taizhou