Shypd.aiThe largest open index of AI toolsfootball_analysis is an open-source project that uses computer vision and machine learning to analyze football videos. It detects and tracks players, referees, and footballs, and measures team ball acquisition.
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About
football_analysis is an open-source project designed for in-depth analysis of football videos. It leverages advanced computer vision techniques, including YOLO for robust object detection, K-means for efficient pixel segmentation, and optical flow for precise motion tracking. The primary goal of this project is to accurately detect and track key entities within football matches, such as players, referees, and the football itself. Additionally, it provides functionality to measure and analyze team ball acquisition, offering valuable insights into game dynamics.
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open-source
Free
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