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.

Here you’ll find a wealth of practical technical insights and expert advice to help you bring AI and visual intelligence into your products without flying blind.



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