In collaboration with McKinsey & Company, as part of the GSA Automotive Interest Group
Join us November 20th at 3pm CET / 6am PST for a webinar on “End-to-End ADAS: The Future of Autonomous Driving” in collaboration with McKinsey & Company, as part of the GSA Automotive Interest Group.
We will explore how AI and foundation models are transforming Advanced Driver Assistance Systems (ADAS). Learn about the benefits of end-to-end approaches, including software simplification, scalability, and performance gains, as well as the challenges like data requirements and safety certification.
This session is crucial for OEMs, Tier-1 suppliers, and semiconductor professionals aiming to integrate end-to-end ADAS solutions. Gain insights into the current landscape, benefits, challenges, and implications for semiconductor needs.
The GSA Automotive Interest Group
In the GSA Automotive Interest Group, as part of GSA ongoing collaboration with McKinsey & Company, we identified ADAS as the vehicle domain most likely to be disrupted by recent advances in (Gen)AI.
As the next phase of our knowledge partnership, we are now focusing on end-to-end ADAS, a new approach that replaces traditional rule-based / explicit programming approach with a single deep learning model that directly maps sensor inputs to driving actions, learning from data rather than predefined rules.
This can bring advantages such as (1) Simplification of the stack, with fewer hand-crafted modules; (2) Scalability, with easier adaptation to new driving scenarios including edge cases; (3) Potential for performance gains and for lower cost. Challenges include (1) the black-box nature of the approach, with lack of interpretability for safety regulators, validation and liability issues; (2) Increase data hunger and compute demand to guarantee robust and reliable behaviour in diverse and challenging driving scenarios.
Join us at this webinar on November 20th to learn more, ask questions and interact in this online workshop.