tinyML Summit 2021 https://www.tinyml.org/event/summit-2021
Partner Sessions – Edge Applications
“TinyML journey: from face detection demo to real-life commercial deployment”
Elad BARAM, VP Products, Emza Visual Sense
This is to tell about our experience in driving TinyML from POC level to a design win, planned to be deployed in millions of Notebooks. This is probably the first widely deployed commercial consumer case study.
One of the main topics we intend to cover, beyond the application itself, is the gap between available demos and benchmark, to what it takes to accommodate real life use cases – addressing different distances of objects, robustness in terms of light conditions etc.
While TinyML holds the potential to be extremely successful, through its inherent advantage of using low cost MCUs, bridging the technology gap is what will convert the demos to real business.