BREAKING
YOLO Estimates Player Speed, No GPS
How the Pipeline Works
1
YOLO detect & track
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2
KMeans team color
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3
Optical Flow fix
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4
Perspective to meters
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5
Speed & distance
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GitHub stars
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Forks
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First commits
Low-Cost Video vs GPS Trackers
This project
Open-source
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Video only, no sensors
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Speed, distance, possession
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Education & prototyping
Traditional
Costly
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GPS trackers on players
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Dedicated hardware
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Elite-only analysis
Accuracy Depends on Calibration
CV Made Accessible
AI NEWS BLITZ
An open-source project measures football players' speed straight from video, with no GPS.