Installation pip install -r requirements.txt

Execution python main.py

Usage

Start the application

Place your left hand over the template

Hold your position for 2 seconds

The video will play automatically once verification is complete

Press ESC to exit

File Structure main.py: Main program hand_template.png: Hand template image hand_landmarker.task: MediaPipe model requirements.txt: Python dependencies video/login.mp4: Video to play README.md

System Requirements

Python 3.8+

Camera (Webcam)

macOS / Linux / Windows