Aurelien Lequertier, Lead User Success Engineer at Edge Impulse, presents the “From Start to Finish: Build Industrial Embedded ML Solutions on CPUs and MCUs” tutorial at the May 2021 Embedded Vision Summit.
In this in-depth tutorial, you’ll learn how to build real-world embedded machine learning (ML) applications ranging from simple sensor configurations to powerful Linux-based computer vision applications, hands-on. Lequertier covers:
- Collecting and classifying datasets
- Designing and training high-accuracy models
- Optimizing and testing your models
- Integrating and shipping with your edge device
The tutorial features step-by-step demonstrations of the concepts discussed. If you choose, you can follow along and perform the steps yourselves on a Raspberry Pi 4 and a smartphone.