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Client Overview
Indian badminton training institute.
Business Challenge
To create a video analytics-based system that can monitor playing pattern of players in Badminton game.
The system has to be designed to identify motion behaviour patterns and track shuttle moments to give relevant statistical information.
Acclivis Contribution
Full algorithm development.
Player detection and tracking.
Shuttle detection and tracking.
Badminton rules analysis and implementation in algorithm to generate various statistics.
Product Features Developed/Supported by Acclivis
Detects full court.
Algorithm divides the court into equal grids for better analysis.
The court also gets partitioned with respect to sides of the players.
Detects players and starts tracking them.
Maps the movement of players in accordance with the court.
Generates statistics based on coverage of court by each player.
Detects shuttle and starts tracking it.
Maps the movement of shuttle in accordance with the court.
Gives predictive path of shuttle based on its trajectory.
Tools and Technology
Image Processing | Visual Studio, OpenCV.
Testing | JIRA.
Project Management Tools | Gitlab, Bitbucket.
Client Benefit
This helps in identifying weak and strong areas of players and helps them to improve their performance with various performance statistics.
Since it is single camera-based solution, infrastructure cost is minimum.
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