Real-Time Bullet Target Detection & Scoring System

AI & Machine Learning

Project Overview

The client wanted a real-time bullet tracking and scoring system to accurately detect shot positions, calculate scores, and determine winners based on performance within a set time. Traditional scoring methods were either manual or slow, making it difficult to get instant feedback during competitions. The goal was to automate scoring, ensure fair and precise shot detection, and allow players to track their progress in real-time.

Our Contribution

🎯 Developed a real-time bullet impact detection system with high accuracy. 🎯 Implemented position-based scoring, calculating points based on where the bullet hits the target. 🎯 Designed a time-based scoring system to determine the winner based on total points within a set duration.

Our Contribution

🎯 Optimized fast and accurate tracking to work in high-speed shooting scenarios. 🎯 Built an automated scoreboard to display real-time results for players and referees. 🎯 Ensured seamless integration with shooting ranges for competitive and training environments.

KEY FEATURES

  • Time Based Competitive Scoring

    The system accurately tracks bullet hits the moment they strike the target, providing immediate visual and statistical feedback.

  • Real Time Bullet Impact Detection

    The system excels at extracting detailed game data, ensuring comprehensive coverage of all key game elements.

Tool & Technologies

Customer Feedback

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John Doe

Codetic

Results

The system provided instant and highly accurate scoring, making competitions more efficient, transparent, and fair. Shooters could now see their scores in real time, track their shot accuracy, and compete without delays. With its fast detection, automated scoring, and winner calculation, this system became a valuable tool for both professional and training-level shooting events.

Deliverables

Bullet Position Detection Engine

Built a computer vision model using OpenCV to detect exact bullet impact points with high precision.

Dynamic Score Calculation Module

Scored shots in real-time based on their position (closer to the center more points supporting both training and competition formats.

Automated Digital Scoreboard

Created a live scoreboard that updates immediately, improving engagement for shooters, referees, and spectators.

Seamless Shooting Range Integration

Engineered the system to fit into existing shooting range setups, supporting high-speed scenarios without lag or disruption.

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