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NeuroDrive

AI DRIVER SAFETY

Stay awake. Stay alive.

Zearin Akhter

University of Information Technology and Sciences (UITS)

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One blink

too long.

THE PROBLEM

A tired driver can drift off for a few seconds without even knowing it — and nothing in the car warns them.

Eyes close for 2–3 seconds

Driver doesn’t notice

Most cars have no alert

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Just a webcam

and a browser.

OUR SOLUTION

No extra hardware

Real-time AI

Instant alarm

Open it in Chrome on any laptop. The AI runs on the device itself, so no video ever leaves the computer.

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How it works

01

Webcam

Live video from any laptop camera

02

Face Mesh

AI maps 468 points on the face

03

Measure

Eyes, mouth and head, every frame

04

Alarm

Score crosses the line, it wakes you

Built with React + TypeScript · MediaPipe Face Landmarker · Web Audio alarm

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What it catches

Eye closure

Eye Aspect Ratio below 0.21 means eyes shut

Blink rate

Blinks per minute; slow, heavy blinks signal fatigue

Yawns

Mouth stays wide open for over 1 second

PERCLOS

% of the last 60 seconds with eyes closed

Head nods

Head suddenly drops forward (pitch)

Looking away

Face turned away from the road (yaw)

All six feed one Drowsiness Score (0–100) and a Cognitive Load level.

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Close your eyes

for 2 seconds.

● LIVE DEMO

…and NeuroDrive wakes you up.

Score jumps

Red alert screen

Alarm until “I’m Awake”

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Thank you.

WHAT’S NEXT

Mobile app

Night-vision camera

Fleet dashboard

Run on phones, work at night, and let fleet owners see alerts live.

Questions?