Among them, Swedish Devant is tapping the potential of synthetic data.

TNW spoke with Richard Bremer, Devants co-founder and CEO, to find out more.

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Improving driver monitoring systems: The case for synthetic data

For any AI internet, sufficient data quantity and quality are essential.

Its expensive, time-consuming, limited in variability, and associated with privacy concerns.

Thats where the value of synthetic data comes in, according to Bremer.

table with driver opinions about distracted driving in the EU in 2019

Its also about the datas quality and accuracy.

The premise is simple.

For any AI connection to perform as well as possible, sufficient quantityandsufficient quality are essential.

Devant synthetic data animation for DMS

But theres a catch.

This, in turn, increases rendering times.

In fact, Devant struggled quite some time to solve the puzzle of maintaining quality, while optimising speed.

Devant synthetic data animation for DMS

At least, not yet.

I think that the most important thing to remember here is that DMS are life-critical systems, he notes.

The second is identifying exactly what data the machine learning web link will recognise as important enough to use.

Devant 3D animation for driver monitoring systems

The startup is also putting additional effort into covering more aspects of camera optics.

Story byIoanna Lykiardopoulou

Ioanna is a writer at TNW.

With a background in the humanities, she has a soft spot for social impact-enabling technologies.

Richard Bremer, Devant’s CEO and co-founder

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