Hand Tracking Control System

A computer vision-based hand gesture recognition system that lets you control your mouse cursor with hand movements – no physical mouse needed.

Core Features

Mouse Movement
– *One Finger (Index)* – Move the mouse cursor by moving your index finger
– *Two Fingers Close Together* – Click when index and middle fingers are close
– *Three Fingers* – Click and drag for selecting and moving items

 

Processing Pipeline

1. *Video Capture* – Reads real-time video from webcam
2. *Hand Detection* – MediaPipe analyzes frames to locate hand and 21 key points
3. *Gesture Recognition* – Determines gesture type based on finger positions
4. *Mouse Control* – Executes corresponding mouse actions

 

Stability Features
– *Multi-camera Support* – Auto-detects and switches between cameras
– *Frame Validation* – Filters out corrupted or invalid frames
– *Auto-recovery* – Automatically reopens camera if connection drops
– *Boundary Detection* – Warns when hand approaches frame edges

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Hand Tracking Control System

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