Jeff Bier, Founder of the Edge AI and Vision Alliance and President of BDTI, presents the “Key Trends and Challenges in Practical Visual AI and Computer Vision” tutorial at the September 2020 Embedded Vision Summit.
With visual AI and computer vision technologies advancing faster than ever, it can be difficult to see the big picture. This talk examines the most important areas of recent progress that are enabling developers of vision-based systems and applications–as well as the most significant challenges inhibiting more widespread and successful development of vision-based products.
Bier explores key practical aspects of algorithms, the new wave of edge AI processors, development tools and processes and emerging classes of sensors. In each of these domains, he highlights recent developments that illustrate where the industry is heading, and also identifies obstacles that still need to be addressed. Throughout the talk, he calls out examples of leading-edge commercial building-block technologies and end-products that illustrate these trends and challenges.
See here for a PDF of the slides.