EMEA 2021 Keynote: tinyML Beyond Audio and Vision

EMEA 2021 https://www.tinyml.org/event/emea-2021
Keynote
tinyML Beyond Audio and Vision
Wolfgang FURTNER, Distinguished Engineer System Architecture, Infineon Technologies

This talk introduces you to a few sensors beyond microphones and cameras and to what embedded ML applications are interesting for these sensors. In particular radar sensors and environmental sensors are addressed. It illustrates the specific challenges of this sensors and how advances in AIML can be also leveraged for their application. The presentation discusses the processing needs for this sensors and gives implementation examples on small microcontrollers. It will provide guidelines for the choice of processing architectures and compare their performances. Finally it concludes with an outlook on future embedded hardware and software.

source