Football Data AI

Intent

Apply domain-specific logic to football-related features. This includes pitch geometry, industry-standard data formats (Opta, StatsBomb), and computer vision pipelines for sports.

Domain Knowledge

1. Pitch Geometry: Standard pitch dimensions (105m x 68m). Transformation logic from 2D pixel coordinates to 3D pitch coordinates.
2. Keypoints: Standard football field keypoints (corners, penalty spots, center circle). Reference: FIFA/UEFA pitch regulations.
3. Data Standards: Support for common event types (pass, shot, foul, tackle) and tracking data formats.
4. Physiology/Physics: Basic understanding of ball physics and player movement patterns for better AI-assisted annotation.

Checklist

1. Coordinate Accuracy: Are the pitch transformations mathematically sound?
2. Labeling Consistency: Are keypoints named according to the project's technical documentation?
3. Animation Smoothness: Do player/ball movements look realistic in the UI?

Output Format

Football Domain Review

• Geometric Sanity Check: [Pass/Fail]
• Domain Observation: [Observation about player/ball logic]
• Refinement Suggestion: [Specific tweak for sports context]