In-cabin-automotive

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

We provide a complete solution for generating the needed data to develop your AI system across a range of in-cabin 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

Occupant monitoring

Monitor occupant status, including safety confirmation and body posture
Track occupant movement, including phone usage, eating, and drinking
Detect of seatbelt use
Occupant authentication
Detection of other objects

Child monitoring

Detect child
Detect car seats
Detect seatbelt use

Granular user control

Use our API to control:

100k+ Identities
Demographics
Behaviors including edge cases
Objects and placement
Noise variables (glasses, masks, hair, etc.
Camera intrinsics and extrinsics

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.

Learn more

Leveraging synthetic data for hands-on-wheel detection

Benchmark

In-cabin automotive

Boost your AI models
for DMS and OMS

Meet the Euro NCAP requirements, avoid privacy issues and bring your CV models to production faster than ever.