GitHub - nmc-cs/Tennis-Analyzer: This project uses YOLOv8 for player and ball detection, trackers for object tracking, and a custom CNN for tennis court keypoint detection. It combines these models with OpenCV for video processing and data-driven analysis, creating a complete tennis analysis system with actionable insights.

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This project uses YOLOv8 for player and ball detection, trackers for object tracking, and a custom CNN for tennis court keypoint detection. It combines these models with OpenCV for video processing and data-driven analysis, creating a complete tennis analysis system with actionable insights.

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Name		Name	Last commit message	Last commit date
Latest commit History 27 Commits
analysis		analysis
constants		constants
court_line_detector		court_line_detector
input_videos		input_videos
mini_court		mini_court
output_videos		output_videos
runs/detect		runs/detect
tracker_stubs		tracker_stubs
trackers		trackers
training		training
utils		utils
.DS_Store		.DS_Store
main.py		main.py
yolo_inference.py		yolo_inference.py