Game Analytics
Category: Success Stories

Success Stories

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.