Workshop: Rapid Development of ML-Based Anomaly Detection on STM32 Microcontrollers
The goal is to simplify model development through automated tools, making deep data science expertise unnecessary. The session will give you practical experience with ML on embedded systems.
π When? Wednesday, February 26, 2025, 12:00β17:00
π Where? KYPO β S108
β Registration: forms.office.com/e/gJRsMFBgk1 (until February 23, 2025, capacity: 20 participants)
π§ Questions:Β jan.kral@fi.muni.cz
The workshop consists of two parts:
Part 1: STM32 Microcontrollers & Portfolio (approx. 45 minutes)
STM32 MCUs Portfolio Update
ST MEMS Portfolio Update
Part 2: Rapid Development of ML-Based Anomaly Detection Algorithms (approx. 3 hours)
Join a hands-on training session focused on the rapid development and integration of ML models into embedded applications with resource constraints. The workshop will demonstrate how to develop and optimize models for microcontrollers, such as the Cortex-M0+ with 32 KB RAM and 256 KB flash.
The goal is to simplify model development through automated tools, making deep data science expertise unnecessary. The session will give you practical experience with ML on embedded systems.
π‘ Find complete information here