BallServeAI
An innovative algorithm-based system that provides automated analysis and feedback for table tennis service techniques. The system addresses the critical gap in objective, data-driven coaching tools for table tennis athletes by analysing crucial performance indicators during service execution.

Technology Overview
This technology offers an innovative algorithm-based system that provides automated analysis and feedback for table tennis service techniques. The system addresses the critical gap in objective, data-driven coaching tools for table tennis athletes by analysing crucial performance indicators during service execution. Using advanced kinematic data extraction and ball trajectory analysis, the technology delivers differentiated augmented feedback in training settings.
Technology Features
Advanced kinematic analysis of joint data and ball trajectory at different phases
Automated performance indicators that results in an ideal ball serve trajectory
Real-time dashboard integration, presenting performance key indicators in an accessible format, enabling immediate feedback and progress tracking
Incorporate machine learning for ball tracking, athlete’s pose and palm estimation, enabling automated analysis of movement patterns
Potential Applications
Professional Table Tennis Training
Sports Technology Integration
Educational Sports Programs
Remote Coaching Solutions
Sports Equipment Manufacturers
Benefits
Objective technical assessment eliminating subjective coaching assessments and enabling precise identification of technical improvements needed
Scalable training tool that can be expanded to different skill levels and potentially adapted to other racquet sports
Immediate feedback capability through an integrated dashboard system
Cost-effective solution and commercial viability
Commercialisation
This technology is available for licensing and technology transfer.
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