Validating perception to get your ADAS/ADS on the road
The Al-powered perception component needed today in order to compete tomorrow must handle numerous scenes and conditions combining in a way that defies full specification.
We have built the fastest route to it with aidkit.
Define your development strategy based on an Operational Design Domain that makes the world manageable, then define the scenes you need to master so your AI can manage that world
Leverage augmented data to challenge your perception component, develop new scenarios for testing, and ensure robust handling of new situations all while respecting data fidelity
Learn where your perception model falls short and precisely what scenarios you need to add and what data you need for retraining and retesting until all unreasonable risk is removed
A safe perception package
Bring together your perception software development and system development through safety validation designed to meet the challenging world of ML, the demanding data requirements of perception, and the need for understandable safety arguments
Conduct testing to confirm performance within your ODD catalogue and discover new safe and unsafe areas so you can expand the scenes your perception component can handle while pushing the boundaries of your ODD
Make sure you have the right data to conduct the right tests needed to push your performance while still efficiently managing and tracking that data so you can prove your work and provide evidence for your results and safety claims
Our aidkit software was built with the same goal as you: safe deployment of perception components in automated vehicles. aidkit testing functionalities are designed around the ODD that you specify and that defines your requirements.
aidkit ensures you meet the common and edge-cases in that ODD and then helps you push further to discover new safe and unsafe areas by combing existent ODD attributes. This way we don’t just get your AI on the road; we ensure your AI gets everyone back home safely.
Driving safe perception
Don’t just manage risks. Mitigate your perception system’s chances of encountering unknown situations and enhance its resiliance.
© neurocat GmbH