Real-time computer vision safety system
Driver Drowsiness Detection
OpenCVYOLOPython
Live demo / source links coming soon.
Problem
Drowsy driving is a preventable cause of accidents, but needs to be detected in real time from a driver-facing camera to be useful.
Solution
Created a real-time system using Eye Aspect Ratio (EAR), facial landmarks, OpenCV, and YOLO to detect driver drowsiness and trigger alerts.
Tech Stack
- OpenCV — Facial landmark detection and frame-by-frame video processing.
- YOLO — Real-time object detection feeding the drowsiness signal.
Screenshots and a demo walkthrough are coming soon.
Challenges
Write-up coming soon.
Impact
Metrics coming soon.
Lessons Learned
Write-up coming soon.