In this workshop you will get an introduction to Machine Learning on microcontrollers, and what challenges you are typically facing when designing TinyML systems. What performance can you expect from a standard microcontroller vs custom hardware. An introduction to available hardware and software platforms, as well as an introduction to the ESP32 platform used in this and the following 4 workshops. Introduction to python tools used and notebooks for data analysis and visualization.
When: November 20, 2023 from 17:30 to 21:00 local time
Where: IDA Conference, Kalvebod Brygge 31-33, 1780 Copenhagen V
Registration Deadline: November 19, 2023
Schedule
Timezone: PST
Introduction to TinyML (IDA København)
Morten Opprud JAKOBSEN, PhD Student
Aarhus University
Morten Opprud JAKOBSEN, PhD Student
Aarhus University
Morten Opprud Jakobsen is currently a Ph.d. student at Aarhus University, working in the field of Industrial Predictive Maintainence. He is also employed as an Associate Professor, teaching embedded systems engineering.
He has worked on numerous industrial projects, from wearable military power systems, to chainless drive systems for bikes, often as part of cross disciplinary teams within Mechatronics, Hardware and Software.
His interest in TinyML was initiated by working the vast amounts of high resolution time series data, generated by traditional condition monitoring systems, in industrial machines.
Schedule subject to change without notice.