A better understanding of the status of the embedded AI perception software in relation to the mass market. The importance of network size and lean perception network in relation to the guaranteed dispersion of the ADAS and self-driving technologies. How the dynamic between System on a Chip (SoC) and Deep Learning-based embedded perception algorithms’ advancements will affect the market and the end-user.