Artificial intelligence-based Bayesian optimization and transformer model for tennis motion recognition

• Published in: Journal of Applied Science and Engineering Vol. 29; no. 1; pp. 171 - 178
• Main Authors: Shaowei Shi, Kun Huang
• Format: Journal Article
• Language: English
• Published: Tamkang University Press 2026
• Subjects: artificial intelligence; bayesian optimization; key point recognition; tennis motion recognition; transformer model

Because the traditional methods are used to analyze human motion behavior, there are large errors and serious over-fitting phenomenon, so a novel tennis motion recognition based on Bayesian optimization and transformer model is proposed in this paper. First, we use an improved generative adversarial...