FKFS Veranstaltungen

2024 AutoTest Technical Conference

Testing Hardware and Software in Automotive Development

16. bis 17. Oktober 2024

Session: KI als Testgegenstand und Testmethode | | 11:30-12:00

ADAS Smart Logging with AI object detection to reduce the amount of data

Bastian Speth, Elektrobit GmbH

We have very good experiences with ADAS customers around the world (1700 data logger, 500 HILs, 5700 MTAs). Already now we getting customer needs to capture up to 36 cameras / 500TB / 36 GB/s in a car. And the future will bring more sensors in and here is a bottleneck in the hardware and the maximum data writing speed of the systems. Just imagine to find this data again. This challenge can be solved with our EB Assist Smart Data Logger solution. Just imagine you develop a emergency break function. You wanna test the system e.g. between a green traffic light and a stop sign. We are able automatically to detect all different objects (traffic sign, people, cars, pot hotels...) and can use these objects as a start and stop trigger. So you data logger is just recording what you need. Further more you have just the information, what you need with a time stamp and labelled information. We are able easily to train our models with new regions (e.g. different traffic signs) so it can be easily used for different use cases around the world. You will have just your needed raw data recorded and you can save 100x of data storage. This helps you to reduce costs and helps with the increasing complexity to solve the data storage issue in the future. The model based variant helps you to reuse this framework in automotive and non automotive area.