Uploaded July 2021 | Updated September 2026, 4 hours ago

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This week on IoT Happy Hour we are going to show how to run Edge Impulse for Linux on balena, enabling your device to use all the Machine Learning features made by Edge Impulse.

Hang out the Happy Hour with balena and learn how to deploy Edge Impulse on a Raspberry Pi or balenaFin in few clicks and start detecting objects. Expect classifying birds, humans, vibrations and more.

Read more here hackster.io/400741/edge-impulse-object-detection-on-balena-os-fb76ae


00:00 Welcome and introductions
03:10 Edge Impulse introduction
05:18 balena is hiring
07:54 What's on your desk?
18:48 Edge Impulse for Linux
32:35 Moving a project from Edge Impulse wasm to Edge Impulse for Linux on balena
34:38 Demo Edge Impulse for Linux on balena
37:32 Cluster visualization on Edge Impulse
39:45 balena ML edge projects in the future
44:40 Edge Impulse on Arduino sending data to balena gateway over BLE connected with Home Assistant on balena visualizing HVAC vibration
54:50 Bird classifier and Telegram with Edge Impulse for Linux on balena
59:25 Wrap-up
1:01:35 How is going to be the Edge ML in the future?
1:03:15 balena is hiring
1:04:40 Next episode and goodbye