Netradyne Introduces AI-Powered Drowsiness Detection for Drivers in India

By Mahender Singh | Published Date : September 11, 2025

Netradyne’s D-450 uses AI to detect drowsy drivers, improving safety for trucks, buses and small commercial vehicles across Indian roads.

Driving across India can be rough — not just because of traffic, but the long shifts, intense heat and endless highways. It’s no surprise that tiredness behind the wheel has become a real problem. In fact, fatigue is now one of the top reasons for road accidents, especially in sectors like trucking, intercity buses and smaller commercial vehicles.

That’s exactly what Netradyne is trying to fix. Their latest innovation, the D-450, uses artificial intelligence to keep an eye on drivers — quite literally. It’s designed to catch the early signs of drowsiness before they turn into something dangerous.

So, what does the D-450 actually do?

Table of Contents

1. So, what does the D-450 actually do?

2. Real-Time Warnings Save Lives

3. A Step Ahead of 2026 Safety Rules

4. Why It Matters for India

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It’s pretty smart. The system uses four cameras and smart sensors to keep an eye on the driver — literally. It tracks eye movements and head behavior to spot when someone is getting sleepy or losing focus.

One cool thing? It works even if the driver’s wearing sunglasses or driving at night. It uses a method called PERCLOS, which checks how much your eyes are closed over time — a proven way to detect tiredness.

Real-Time Warnings Save Lives

If the system notices anything risky — like slow eyelid movement or distracted behavior — it gives an alert right away. That could be a sound or a light signal, enough to bring the driver back to full attention.

On the flip side, it also rewards good driving with positive feedback. That’s a great way to build better habits without always being negative.

A Step Ahead of 2026 Safety Rules

India’s government plans to make drowsiness detection systems and lane warnings mandatory for many commercial vehicles starting in 2026. That includes vehicles with 8 or more passengers. The D-450 system already meets these requirements, helping fleet operators prepare early.

It even includes a GreenZone score, which gives fleet managers useful data to coach drivers and improve overall safety.

Why It Matters for India

With so many electric trucks, employee transport buses and long-haul vehicles on Indian roads, fatigue is a real danger. Netradyne’s new system could make a big difference — not just in reducing crashes, but in saving lives.

Founded by Stanford grads, Netradyne operates across India, the US and several other countries. Backed by names like SoftBank and Reliance, the company is focused on using tech to make roads safer — one alert at a time.

Also Read: Madhya Pradesh First to Roll Out EV Policy on World EV Day 2025

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Frequently Asked Questions on Commercial Vehicles

1. What is Netradyne's D-450 system?

Ans: The D-450 is an AI-powered system that detects signs of drowsiness and distraction in drivers using cameras and real-time monitoring.

2. How does the D-450 detect fatigue in drivers?

Ans: It uses advanced sensors and the PERCLOS method to monitor eye movement and eyelid closure, even in low light or with sunglasses.

3. Who can benefit from using the D-450 system?

Ans: Fleet operators managing trucks, electric trucks, buses and small commercial vehicles can use it to reduce accidents and improve road safety.

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