What question did this study set out to answer?

The research aims to improve physical fitness through a swimming-assisted training system utilizing enhanced algorithms.

April 10, 2026Open Access

Swimming-assisted training and physical fitness enhancement system based on improved YOLOv5 and improved ST-GCN

Key Points

The research aims to improve physical fitness through a swimming-assisted training system utilizing enhanced algorithms.
Developed a system incorporating improved YOLOv5 for object detection in swimming.
Implemented an enhanced ST-GCN for analyzing physical movements during training.
Conducted performance evaluations of the training system on various fitness metrics.
Demonstrated improved detection accuracy of swimming movements compared to traditional methods.
Showed significant enhancements in physical fitness levels in participants using the system.

Abstract

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Yang Chen

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International Journal of Information and Communication Technology

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Swimming-assisted training and physical fitness enhancement system based on improved YOLOv5 and improved ST-GCN

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Abstract

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