Squash Coach
Original match footage vs annotated analysis
Original Match Footage
Annotated Footage
Computer vision graphics and performance visualizations
Court Positioning Analysis
Advanced heat map showing player positioning throughout the match with movement patterns
Ball Analysis
Detailed ball movement, trajectory patterns, and physics analysis
Shot Analysis
Advanced shot type distribution and accuracy analysis with ML classification
Match Flow Dynamics
Timeline analysis of match dynamics, intensity patterns, and performance metrics
Shot Transitions Performance
Advanced shot transition patterns and tactical sequence analysis
Basic Analysis
Fundamental match statistics and performance metrics
Coaching recommendations from Llama 3.2 8b Instruct
Technical Shot Analysis
Shot Placement & Bounce Control
- Slight Crosscourt Lob Soft: Strong asset but needs placement improvement. Focus on consistent targets while soloing
- Straight Drive Soft: Effective but requires more precision. Maintain consistent height and trajectory
- Straight Lob Soft: Improve height consistency
Movement Pattern Assessment
Court Coverage & Movement Quality
- Player 1: Good court coverage but starting to get stuck in one area. Focus on the other player for clues of where to move
- Player 2: Similar to Player 1 - improve mobility and range. Avoid getting stuck in one area
- Central Positioning: Both players show good central positioning, expand range efficiently
- Movement Speed: Work on rapid direction changes without losing momentum
Training Recommendations
Specific Exercises & Drills
- Mobility Drills: Use cones/markers for quick lateral and diagonal movement practice
- Height Consistency: Practice hitting balls at different heights with target lines
Court positioning
Shot Tracking Demo
Complete analysis reports, visualizations, raw data files, and exportable datasets
Analysis Reports
4 filesData Files
6 filesVisualizations
5 files
Raw Data & Tracking
8 filesStatistical breakdown with performance metrics