offside-detection

Computer vision pipeline for football match analysis: YOLOv8 object detection & tracking, K-Means jersey colour clustering, optical flow for camera motion & zoom compensation, dynamic perspective transformation, player speed/distance metrics, and real-time offside detection.

Automated offside that admits when it cannot tell: IFAB Law 11 as a three-valued decision, abstaining inside the tracking error instead of guessing.