Custom camera calibration algorithm

Overview: This project focuses on developing a robust player position tracking algorithm as a crucial component of a comprehensive American football analytics system. Utilizing computer vision techniques, the algorithm accurately determines player positions on the field in real-time, enabling advanced performance evaluation and tactical analysis.

Performance Analysis: Precise player position data facilitates detailed analysis of individual and team movement patterns, route efficiency, and strategic decision-making.

Tactical Insights: The system supports coaches in identifying strengths, weaknesses, and potential adjustments in offensive and defensive formations.

Data-Driven Approach: Provides quantifiable metrics for objective evaluation, enhancing the player development process