All tagged perception
Daniel Langkilde, CEO of Kognic joins the AI in Automotive Podcast to discuss a paradigm shift in delivering autonomous driving at scale. We talk about the current approach of breaking down the problem into perception, prediction and planning, and its limitations. We discuss what future end-to-end approaches based on a ‘common sense’ world model might look like, and why alignment is crucial to solving autonomous driving.
Ben Rathaus, VP of AI and Perception at Arbe Robotics, joins me on the AI in Automotive Podcast to talk all-things-radar. We discuss the history and evolution of radars, their components, and what might create orders of magnitude performance and cost improvements in the future. We also discuss vision-only approaches to AD/ADAS, and why they might be missing a trick without the magic of radar.
In this episode of the AI in Automotive Podcast, Bibhrajit Halder, Founder & CEO of SafeAI joins me to share how the idea of autonomy originated, how it evolved from 1.0 to 2.0, and how it might evolve in the future to 3.0 and 4.0. We also talk about the application of autonomous driving in the mining and construction industries, and how SafeAI is using AI to seriously disrupt the mining industry.
In this episode of the AI in Automotive Podcast, Jorit Schmelzle, co-founder and Chief Product Officer of Peregrine Technologies joins us for a wide-ranging discussion covering topics from sensor fusion, to understanding the automotive perception stack, and how ordinary smartphones can deliver interesting use-cases for the vision and perception stack.
