How Functional and Use-Case Safety of Machine Learning Methods should change to cover Autonomous Driving – ADAS –
Introduction In the era of machine learning, system behaviour is no longer transparent and is only somewhat debuggable. More and more sensors or components have logic delivered from machine learning (ML) processes that are trained on enormous amounts of data. Those models have been widely used in the automotive industry – especially for ADAS and…