[TEMPLATE DEMO] Industry

Humans for in-cabin automotive environments

Datagen enables you to generate accurate representations of the in-cabin environment through video and images for faster and better Driver & Occupant Monitoring System (DMS / OMS) development and testing.

Use the platform and API to generate high-quality and perfectly annotated faces and full-body synthetic data to quickly iterate on your model and improve its performance.

The exact data you need for your DMS and OMS

Datagen provides a complete solution for generating the needed data to develop your AI system across a range of in-cabin use cases while avoiding the complexities of privacy regulations. Datagen’s data covers the following use cases:

Driver Monitoring

Detect driver behavior (eating, drinking, talking, etc.)
Identify driver distractions
Head, eye, and body movement data
Detect driver fatigue (drowsiness, microscope, sleep) and unresponsiveness
Driver authentication
Direct of seatbelt use

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Driver Monitoring

Detect driver behavior (eating, drinking, talking, etc.)
Identify driver distractions
Head, eye, and body movement data
Detect driver fatigue (drowsiness, microscope, sleep) and unresponsiveness
Driver authentication
Direct of seatbelt use

Driver Monitoring

Detect driver behavior (eating, drinking, talking, etc.)
Identify driver distractions
Head, eye, and body movement data
Detect driver fatigue (drowsiness, microscope, sleep) and unresponsiveness
Driver authentication
Direct of seatbelt use

Perfect ground truth

Face and full body 3D key points

Improve your model training

>90%

Less real data required

>10%

Improvement in model accuracy

2x

Time
to production

Need a different behavior or environment?

We take pride in our ability to provide diverse datasets for a wide range of applications.
However, if you need a different exercise or environment, we’ve got you covered.
Our in-house mocap studio allows us to generate additional scenes on demand to ensure that your data generation needs are fully met.
Simply contact us with your request and we’ll be in touch.

Request a Demo

Schedule a demo with our computer vision expert team

In the demo you will learn how you:

Generate high-fidelity perfectly-labelled synthetic data in a seamless and scalable way.
Get high-variance & life-like simulations of humans
Build controllable virtual worlds that robustly represent the real world