Application Scenarios

AI-Powered system (APS) integrates motion-sensing chips and computer vision algorithms, specifically designed for combat sports such as boxing, sanda, and MMA. It is widely used for training monitoring and judging support in competitions.

The system accurately captures data including acceleration, punch timing, and strike force through sensors, while visually analyzing punch movements, hit locations, and attack-defense rhythms in real time. APS can be deployed independently or integrated with the EOMS competition management system, and is suitable for the following scenarios:

• Competition Applications

  Supports judge scoring: collects both visual and sensor data during matches to assist in identifying valid strikes and scoring areas, providing objective references to reduce human error.

  Action recognition and recording: high-frame-rate vision systems recognize punch types, trajectories, and hit locations in real time, enhancing data-driven event management.

  Dispute resolution: automatically stores key strike data and video evidence for post-match review or appeals.

• Training Applications

  Training data analysis: sensors record metrics such as punch frequency, reaction time, and intensity during daily practice, supporting coaches in designing personalized training plans.

  Movement quality optimization: vision algorithms provide visual feedback on posture deviations and force application, helping athletes improve technical accuracy and efficiency.

  Multi-phase evaluation: enables pre-competition simulation analysis, in-game performance tracking, and post-match review, forming a complete training cycle.