This is an application that converts camera footage clips from football games into a tactical map/field representation based on game state using yolo object detection. The python file can:
- Detect players from different teams based on kit colors and pre-defined parameters
- Detect referees and current position of the ball
- Track ball movements
The goal of this project is to computerize tactical analysis from different teams and make it a more time-saving an effective method to automate ball tracking for better understanding of how different teams play.