I will build object detection ai agents, data analytics, sport motion object tracking
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Golf motion analysis using computer vision transforms a player's swing into precise kinematic data using standard camera feeds. It replaces expensive radar systems and wearable sensors with real-time skeletal tracking, club movement analysis, and ball flight metrics.
Video Capture: High-frame-rate cameras, typically 120 FPS or higher, record the swing from two primary views: down-the-line and face-on.
Pose Estimation: AI models such as MediaPipe and specialized golf vision networks detect key body landmarks including the wrists, elbows, shoulders, hips, knees, and ankles.
Keyframe Detection: Intelligent algorithms identify the critical stages of the golf swing, including address, takeaway, top of backswing, downswing, impact, and follow-through.
Biomechanical Analysis: The system calculates joint angles, body rotation, and segment velocities, comparing them with professional swing benchmarks to provide actionable performance insights.
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