🔮5. Core Technology Introduction
Billiards Hub is a next-generation smart sports platform, built upon a robust technical infrastructure. Combining advanced hardware capabilities with AI-driven analytics, the platform delivers a comprehensive suite of features—ranging from real-time gameplay analysis to performance feedback, match replays, and blockchain-based prediction systems.
🎯 1) Quantitative Stroke Analysis
Integrated measurement system powered by a precision stroke robot
Converts motion into measurable data: vibration, distance, spin rate, rebound force, and friction
Enables personalized equipment profiling and tailored feedback for individual players
🎯 2) Sensor-Based Stance & Stroke Detection
Utilizes 9-axis motion sensors (accelerometer, gyroscope, magnetometer) for detailed stroke tracking
Captures cue stability, angular deviation, and twist dynamics in real time
Provides actionable insights through integration with an AI coaching module
🎯 3) AI-Powered Shot Pattern Recognition
Leverages CNN and RNN algorithms to auto-analyze match footage
Generates scoring probabilities, error rates, and tactical tendencies
Recommends optimized strategies and training paths tailored to each user
🎯 4) Match Replay & Archival System
Employs robotic ball positioning tools to recreate and simulate shot scenarios
Syncs with “PlayNote” to auto-log match data and user actions
Supports pro-level match replay and shot replication for guided training
🎯 5) Automated Ball Position Marker
Laser-guided, step-motor-powered device for precise shot setup visualization
Enables seamless integration with instructional content for targeted drills
Serves as a foundational IoT component for smart billiards venues
🎯 6) Real-Time Blockchain Betting System
Supports decentralized betting based on matches from PBA, UMB, and KBF
Auto-calculates odds using historical data, supported by point-based wagering
Designed with user-friendly interfaces and synchronized live-streaming support
✅ Summary
Billiards Hub is not merely a collection of individual technologies, but a fully integrated smart sports framework—linking quantitative performance analysis, AI-driven coaching, behavior-based rewards, and ecosystem expansion. It represents the technological pinnacle of Web3-enabled cue sports innovation.
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