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Enhancing the Performance and Accuracy in Real-Time Football and Player Detection Using Upgraded YOLOv5 Architecture

Abstract The study presents a significantly improved version of the YOLOv5 real-time object detection model for football player recognition. The proposed technique includes feature-tuning and hyper-parameter optimization methods that have been carefully selected to enhance both speed and accuracy, r...

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Autor principal: Keyan Zhao
Formato: Artigo
Idioma:Inglês
Publicado em: Springer 2024-06-01
coleção:International Journal of Computational Intelligence Systems
Assuntos:
Acesso em linha:https://doi.org/10.1007/s44196-024-00565-x
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