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<p>In the evolving landscape of higher education, integrating information technology into Wushu teaching management presents an opportunity to elevate teaching standards. This paper investigates the development of an innovative platform for Wushu instruction, utilizing cutting-edge video analysis techniques to enhance learning outcomes. By analyzing video data from Hikvision DS-2CD2051-1 webcams with advanced preprocessing methods, we demonstrate the effectiveness of the Single Shot MultiBox Detector (SSD) algorithm in improving action recognition over conventional CNN approaches. Our results reveal a notable enhancement in the quality of Wushu movement evaluation, evidenced by a 72.02% accuracy rate and a 0.3865 Mean Squared Error (MSE). The deployment of this technology in a university setting not only fosters a significant uplift in student performance but also boosts their engagement and satisfaction levels. This paper contributes to the discourse on educational technology by offering a successful model for the digital Transformation of Wushu teaching in academic institutions.</p>
</abstract>

In the evolving landscape of higher education, integrating information technology into Wushu teaching management presents an opportunity to elevate teaching standards. This paper investigates the development of an innovative platform for Wushu instruction, utilizing cutting-edge video analysis techniques to enhance learning outcomes. By analyzing video data from Hikvision DS-2CD2051-1 webcams with advanced preprocessing methods, we demonstrate the effectiveness of the Single Shot MultiBox Detector (SSD) algorithm in improving action recognition over conventional CNN approaches. Our results reveal a notable enhancement in the quality of Wushu movement evaluation, evidenced by a 72.02% accuracy rate and a 0.3865 Mean Squared Error (MSE). The deployment of this technology in a university setting not only fosters a significant uplift in student performance but also boosts their engagement and satisfaction levels. This paper contributes to the discourse on educational technology by offering a successful model for the digital Transformation of Wushu teaching in academic institutions.

Informatization Exploration of Wushu Teaching Management Platform in Colleges and Universities under the Concept of Modern Education

Agricultural University College of Physical Education

Applied Mathematics and Nonlinear Sciences

This work is licensed under the Creative Commons Attribution 4.0 International License.

In the evolving landscape of higher education, integrating information technology into Wushu teaching management presents an opportunity to elevate teaching...

Informatization Exploration of Wushu Teaching Management Platform in Colleges and Universities under the Concept of Modern Education

Data publikacji: 01 kwi 2024

Zakres stron: -

Otrzymano: 31 sty 2024

Przyjęty: 08 lut 2024

DOI: https://doi.org/10.2478/amns-2024-0785

Słowa kluczowe
College Wushu teaching, SSD algorithm, Movement quality assessment, Informatization path

© 2024 Xiaohui Yuan, published by Sciendo

This work is licensed under the Creative Commons Attribution 4.0 International License.

Informatization Exploration of Wushu Teaching Management Platform in Colleges and Universities under the Concept of Modern Education

Data publikacji: 01 kwi 2024

Zakres stron: -

Otrzymano: 31 sty 2024

Przyjęty: 08 lut 2024

DOI: https://doi.org/10.2478/amns-2024-0785

Słowa kluczoweCollege Wushu teaching, SSD algorithm, Movement quality assessment, Informatization path

© 2024 Xiaohui Yuan, published by Sciendo

This work is licensed under the Creative Commons Attribution 4.0 International License.

Słowa kluczowe
College Wushu teaching, SSD algorithm, Movement quality assessment, Informatization path