Project Name
AI Gesture Drawing + Drowsiness Detection + OCR System
Description
This project is a real-time AI-based system that allows users to draw using hand gestures, detects drowsiness using eye tracking, and performs OCR on the drawing to evaluate expressions.
Features Gesture-based drawing Multiple color options Clear screen functionality Drowsiness detection with alert sound OCR-based text extraction Mathematical expression evaluation Requirements
Install the following dependencies:
pip install opencv-python numpy mediapipe dlib scipy pygame pytesseract Additional Setup Download shape predictor model: shape_predictor_68_face_landmarks.dat Install Tesseract OCR: Windows: Install from official site Linux: sudo apt install tesseract-ocr Update file paths in code: Shape predictor file path Alert sound file path How to Run python opt+final.py Controls Move index finger to draw Use top toolbar to: Select colors Clear screen Close eyes for long → triggers alert Write math expressions → result shown automatically Output Live video feed with drawing overlay Separate drawing canvas window Drowsiness alert on screen OCR result displayed Notes Ensure good lighting for best performance Keep webcam stable Write clearly for better OCR results