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ialibanadeem/tennis-analysis: Autonomous Computer Vision & AI Tennis Analytics pipeline using YOLOv8, fine-tuned YOLOv5, and ResNet-50. Detects players/ball, maps 3D video to a 2D mini-court via homography, and computes real-time shot speeds (km/h), player movement velocity, total distance covered (m), and live rally shot counts.

by ialibanadeem

Autonomous Computer Vision & AI Tennis Analytics pipeline using YOLOv8, fine-tuned YOLOv5, and ResNet-50. Detects players/ball, maps 3D video to a 2D mini-court via homography, and computes real-time shot speeds (km/h), player movement velocity, total distance covered (m), and live rally shot counts.

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