Uploaded September 2020 | Updated September 2026, 2 days ago

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On this week’s episode, we are joined by Aurelien Lequertier and Jan Jongboom from Edge Impulse to show off their new project that demonstrates how to run Edge Impulse in a container on a Raspberry Pi, managed via balenaCloud. The Edge Impulse platform allows you to easily train and deploy AI models, small enough to fit within Arduino and other MCU-powered devices as well. Follow this video to see how to build a model that classifies among beer or coffee, and start innovating with Edge Impulse and balena.


Links

* Blog: edgeimpulse.com/blog/run-image-classification-in-a-containerized-environment-with-balenacloud

* Github: github.com/edgeimpulse/balena-cam-tinyml


00:00 Welcome and introductions
02:48 What's on your desk?
17:36 Velociraptors, bears and sharks!
22:15 Demo introduction
25:40 Deploy with balena
33:04 Release Party new feature
35:12 Edge Impulse demo overview
53:42 balenaCloud demo configuration
56:48 Coffee vs Beer classification
1:05:52 Wrap-up