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Metric
Hive
A seamless fusion of sports analytics and AI. This system acts as a "digital referee," utilizing custom optimized models to track the ball, players, and game events in real-time on midrange hardware.
Precision Tracking
Ball Tracking Excellence: Using TrackNetV3 with custom optimizations, the system captures the ball’s trajectory frame-by-frame, effectively creating a built-in radar for the game.
Intelligent Player ID: We implemented RTMO with custom optimizations to extract player poses in real-time. Crucially, it solves the "ID Switch" problem, maintaining consistent identities even when players crisscross during fast rallies.
Sports Tech
Computer Vision
Event & Shot Logic
Hybrid Shot Detection: We combined Ultralytics YOLO (for racket detection) with RTMO (body activity) to pinpoint exact hit frames. The system also auto-detects player handedness to deepen strategic analysis.
Hit & Bounce Accuracy: A custom model acts as an automated official, detecting every hit and bounce with pinpoint accuracy to classify shots (e.g., Bandeja) and analyze game flow.
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