Explore a groundbreaking approach to machine vision in this tinyML talk. Discover how Oculi is revolutionizing AI by mimicking the human eye's efficiency and speed. Learn about their single-chip vision solution that combines sensing and pre-processing at the pixel level, offering up to 30x improvement in energy-delay product. Delve into the technology's applications, including people counting, spatial filtering, high-speed imaging, and color and depth perception. Gain insights into the software-defined tradeoffs, data reduction techniques, and the innovative "intellipixel" concept. Understand why Oculi's platform is uniquely positioned to make efficient imaging technology accessible to the TinyML community and beyond.
Overview
Syllabus
Introduction
Summary of Oculi technology
Why Oculi
Oculi example
Software defined
tradeoffs
data reduction
intellipixel
full frame
counting people
spatial filtering
highspeed imaging
color and depth
Oculi platform
The boring part
Questions
Sponsors
Taught by
tinyML