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HumanPose-Estimation in Sport Analysis

AI-driven motion tracking and video analysis to provide detailed insights into sprinting form. On performance metrics, such as stride length, joint angles and instant velocity.

  • Data collection
  • data labeling and augmentation
  • YOLOv8 transfer learning
  • Cropping
  • 3D to 2D projection using homography
  • Metrics calculation

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Stride lengeth heuristic for future improvement:

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