Deepsafety is an AI Safety company, solving the fundamental safety problem of Deep Learning AI. The output of such AI systems is undefined for data the AI has never trained before. This is holding back many industries, especially autonomous driving.
ROLE IN AI4CCAM
Deepsafety is working on advanced AI models for trajectory predictions and residual risk calculation. In AI4CCAM, they will develop a multi-model architecture for predicting movements of Vulnerable Road Users (VRUs) including awareness, uncertainty, and risk measures as input for the subsequent planning instance of the Autonomous Driving System.