AI Hand Sign Detection System

Overview

A real-time AI-powered Hand Sign Detection System built using Python, OpenCV, and MediaPipe.

The system detects hand landmarks through a webcam and counts the number of fingers shown in real time.

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Features

✅ Real-time hand detection

✅ Finger counting (0–5)

✅ FPS monitoring

✅ Hand landmark tracking

✅ Webcam-based AI processing

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Technologies Used

• Python
• OpenCV
• MediaPipe
• NumPy

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Installation

pip install -r requirements.txt

Run

python app.py

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Screenshots

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Future Improvements

• Gesture Recognition
• Rock Paper Scissors AI
• Sign Language Detection
• Multi-hand Tracking

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Author

prabakaran