Tennis ball detection based on YOLOv5 with tensorrt

Abstract Tennis, as a popular competitive sport, has complex rules and requires high accuracy and fairness in penalization. To improve the accuracy and speed of the penalty, the study proposes a hawk eye detection method for tennis games based on YOLOv5 and TensorRT. First, YOLOv5 is used for target...

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Bibliographic Details
Main Authors: Xiulei Zhang, Bin Li
Format: Article
Language:English
Published: Nature Portfolio 2025-07-01
Series:Scientific Reports
Subjects:
Online Access:https://doi.org/10.1038/s41598-025-06365-3
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