Implementation and Reproducibility Notes on GolfSwing Dataset and GolfPose Models

Ming-Han Lee, Yu-Chen Zhang, Kun-Ru Wu, Yu-Chee Tseng

Abstract: This is the companion paper to the ICPR 2024 Paper “GolfPose: From Regular Posture to Golf Swing Posture”. It details our GolfSwing dataset and GolfPose model. For the GolfSwing dataset, we introduce the equipment used, data recording steps, and post-processing methods. Regarding the GolfPose models, we discuss parameters for fine-tuning both object detectors and 2D/3D pose models, along with integration methods for inference. Finally, we present metrics to evaluate the performance of 2D and 3D pose models and compare the 2D pose model with a pre-trained model.

External IDs:doi:10.1007/978-3-031-97822-7_11