Lessons learned from building a TinyML-powered artificial nose (Online Joint)


Details
Nach langer Zeit haben wir wieder ein spannendes Thema für Euch - und es wird dafür ein Online-Meetup zusammen mit dem IoT Hessen Meetup geben. Wir konnten Benjamin Cabé von Microsoft gewinnen, deshalb wird der Talk auch in Englisch sein. Den Teilnahmelink bekommt ihr hier kurz vor dem Event! Einfach nochmal reinschauen :) Wir freuen uns!
Benjamin Cabé, Principal Program Manager for Azure IoT at Microsoft, will present an extremely cool Machine Learning/IoT DIY project: an artificial nose that can actually "sniff" the difference between e.g. different kinds of rum or whisky.
Abstract
It was a long weekend of May 2020, early during the pandemic, and I started to explore how a simple Cortex-M4 coupled with a gas sensor could maybe help me figure out when my sourdough starter had reached the perfect level of fermentation.
Join this session to hear about my journey from not being able to grasp what a neural network even really was in the first place, to building a complete open source & open hardware DIY artificial nose that unlocks a wide variety of applications, in addition to providing a great framework for introducing (embedded) developers to TinyML. I will also touch on the intersection of TinyML and IoT, and how to make TinyML applications first-class citizens in a connected world.
Bio
Benjamin (https://twitter.com/kartben) is a technology enthusiast with a passion for empowering developers to build innovative solutions. A long-time open source advocate, he co-founded Eclipse IoT in 2011 and is currently working at Microsoft as a Principal Program Manager for Azure IoT.

Lessons learned from building a TinyML-powered artificial nose (Online Joint)