Intelligent analysis method and platform for basketball performance

Abstract

The embodiment of the invention discloses an intelligent basketball performance analysis platform and method. The platform comprises a camera which is deployed at a key position of a basketball court and is used for acquiring video data of the basketball court in basketball sports / matches; and the edge computing device is used for analyzing the motion states of all athletes on the court and the motion trail of the basketball in real time from the video data of the court based on three-dimensional modeling and a 3D motion capture algorithm, and analyzing the motion performance of the team and the players. The method has the advantages that 1, through a computer vision large model system and a 3D motion capture algorithm, deep fusion and real-time analysis of basketball motion data are realized, and the analysis efficiency and the decision-making value are remarkably improved; 2, the platform automatically identifies shooting, breakthrough and other actions, the efficiency is greatly improved compared with traditional manual analysis, joint angles, acceleration and other biomechanical indexes are accurately quantified, and the limitation of traditional single statistics is broken through; and 3, the overload state is warned in advance.

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