Golf Swing Phenomena Analysis
Developed computer vision system for club and posture tracking using OpenCV, YOLO, and MediaPipe. Applied Lagrangian mechanics to model swing dynamics.
Advisor
Team
Sheng-Kai Chen
Code Developer & Writing Paper
Tzu-Yu Liu
Physics Calculating & Writing Paper
Yan-Di Liu
Assemble & Writing Paper
Abstract
The rapid development of artificial intelligence in recent years has resulted in increasing application in sports. Meanwhile, people’s interest in watching golf tournaments has increased. This study aims to detect golfers’ posture, clubs, clubhead, and analyze each swing stage. We detect the club position when swinging and draw its trajectory; then, we use the double pendulum system and the Lagrangian equation to explain the physical phenomena in the swing phase. This will not only improve the training quality of players, but also enable golfers to use data analytic methods to determine their swing problems in real time. The swing speed could also be improved by considering the physical characteristics for players and coaches.