Technical Name AI Blended Training Programs and Learning Performance Evaluation System for Badminton Skills Learning and Improvement
Project Operator National Cheng Kung University
Project Host 楊雅婷
Summary
This system revolutionizes sports teaching with AI-enabled equipment, including smart racquets, AI cameras, AI shuttlecock machines, and a cloud platform. By combining deep learning and 3D posture estimation, it creates learner-centric programs and automated evaluations. It records and assesses training progress, enhancing skills and knowledge while quantifying performance metrics to boost athletic performance.
Scientific Breakthrough
This system leverages cloud, fog, edge computing, and AI technologies to revolutionize badminton training. The blended program merges professional instruction with AI, delivering tailored sports knowledge. The smart equipment suite automatically adjusts training parameters for customized solutions. The automated skill evaluation system employs AI image processing to assess skills and provide real-time analysis, enhancing tactical abilities and fostering a supportive learning environment.
Industrial Applicability
This system uses AI, data analysis, and digital evaluation with blended badminton training programs, offering personalized adjustments and tailored content based on individual learning. It enhances learning effectiveness and motivation. Unlike PlaySight and Hawk-Eye, it emphasizes personalized training and automated skill evaluation, transforming training into a digital and intelligent mode through blended courses, automated evaluation, and smart equipment, showcasing its innovation potential.
Keyword Precision Sports Science Artificial Intelligence Deep Learning Cloud Computing Fog Computing Edge Computing Sports Technique Indicator Evaluation Blended Badminton Training Program Smart Badminton Racquet AI Camera and Shuttlecock Machine
Notes
  • Contact
  • Jian-Yi Tsai