D2
Shuttle Insights – AI Badminton Match Analysis
Data Scientist / Developer · Jan 2024 – Apr 2024
Computer vision system for analyzing badminton gameplay from video recordings.
Technologies
PythonOpenCVTensorFlowMediaPipe
Contributions
- Developed a computer vision pipeline for detecting players and tracking shuttle trajectories.
- Implemented pose estimation models to analyze player movement patterns.
- Extracted gameplay metrics such as rally duration and player positioning.
Outcome
Functional prototype capable of generating match statistics and movement analytics.