Leveraging Video Analysis for Deeper Sports Performance Insights
Video analysis is a powerful tool across all sports, especially valuable during one-on-one coaching sessions to evaluate both individual and team performance. It allows coaches and players to review game footage repeatedly, providing a clear, data-backed understanding of on-field actions in real time.
This AI-powered solution transforms raw video from matches—such as rugby—into technical insights, highlighting key aspects like player movements, ball tracking, and game dynamics. By turning visual input into measurable data, it enables more strategic feedback, targeted training, and informed decision-making for both players and coaching staff.
Video analysis is a powerful tool across all sports, especially valuable during one-on-one coaching sessions to evaluate both individual and team performance. It allows coaches and players to review game footage repeatedly, providing a clear, data-backed understanding of on-field actions in real time.
This AI-powered solution transforms raw video from matches—such as rugby—into technical insights, highlighting key aspects like player movements, ball tracking, and game dynamics. By turning visual input into measurable data, it enables more strategic feedback, targeted training, and informed decision-making for both players and coaching staff.
Technology Used
Player and Ball Tracking with Actionable Insights
Developed a system to uniquely identify players by ID, track ball movement, and provide real-time analytics for performance evaluation and game strategy.
Precise Ball Interaction Analytics
Captured how long the ball remained in the air and in each player’s possession—offering deep insights into gameplay dynamics.
Future-Ready Enhancements
Planned upgrades include player face detection and gesture/posture recognition to predict player actions—opening doors to advanced tactical analysis.
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