Project Overview
The client wanted to develop a smart AI referee system for table tennis that could track every aspect of the game in real-time. The goal was to automate ball tracking, player movement, scoring, and rally analysis, making it easier to analyze matches and provide accurate officiating. The system needed to detect ball spin, speed, shot type, ball position on the court, bounces, and rally counts, while also generating scoring updates and match highlights for instant feedback.
Our Contribution
🎯 Developed an AI-powered referee system to automatically track players, ball movement, and scoring. 🎯 Implemented ball spin detection to identify topspin, backspin, and sidespin shots. 🎯 Designed a speed tracking module to measure shot intensity and reaction time. 🎯 Built a court positioning system to accurately detect ball placement, court lines, and bounces.
Our Contribution
🎯 Integrated player action recognition, detecting shots like forehand, backhand, smashes, and serves. 🎯 Created a rally count tracker, recording extended exchanges between players. 🎯 Automated real-time scoring, ensuring instant and accurate match updates. 🎯 Developed a match highlights feature, generating key moments from rallies, fastest shots, and winning points.
KEY FEATURES
Tool & Technologies
Customer Feedback
John Doe
Codetic
Results
The system successfully transformed table tennis officiating and match analysis, providing real-time tracking, automatic scoring, and in-depth performance insights. Players and coaches could now review rallies, analyze shot patterns, and improve their strategy using AI-driven analytics. With its accurate, automated refereeing and intelligent match breakdowns, the system became a valuable tool for both competitive and training environments.
Deliverables
Spin & Speed Detection
Built a deep learning module that accurately detects topspin, backspin, sidespin, and measures how fast the ball travels across the court.
Player Action Recognition
The system identifies actions like forehand, backhand, smashes, and serves, making performance tracking much smarter.
Instant Scoring & Rally Count
Created an automated scoring engine with rally tracking, so matches can be judged instantly and fairly, without any manual effort.
Highlight Generation
Developed an AI module that automatically picks key moments, fastest shots, and winning points to create match highlight reels for reviews or entertainment.
