Dev Lab - Bluetooth AI/ML Magic Wand - Silicon Labs

This project-based Dev Lab steps through the creation of a Magic Wand that detects gestures drawn in the air, using AI/ML, to control a light over Bluetooth. NOTE: this video was created using the Gecko SDK for the Simplicity Studio v5 IDE which now installs the newer Simplicity SDK by default. See the readme in the Training Applications repository for instructions on how to install and use the Gecko SDK to follow this tutorial video: https://get.silabs.com/yt768gh3

00:00 Welcome
02:13 Machine Learning at the Edge
05:24 Bluetooth Light Application
09:58 xG24 Dev Kit
12:09 Bluetooth Bootloader
15:52 Machine Learning in Embedded Systems
18:54 Magic Wand Project
22:27 Software Components
29:30 Data Models
35:23 Source Files
37:43 Standard Application Functions
39:10 Bluetooth Event Function
41:31 Other Application Functions
42:58 Magic Wand Modules
44:54 Magic Wand Operation
47:07 Conclusion

Resources:

Download the Simplicity Studio IDE from: https://get.silabs.com/yt768sl1

Download and learn more about the Bluetooth EFR Connect mobile application, now called Simplicity Connect, at: https://get.silabs.com/yt768sl2

Download the Tera Term serial terminal application at: https://get.silabs.com/yt768tt

Download example code used in this Dev Lab from: https://get.silabs.com/yt768gh1

Discover the multi-protocol xG24 Dev Kit board at: https://get.silabs.com/yt768sl3

Discover the Bluetooth BGM220 Explorer Kit board at: https://get.silabs.com/yt768sl4

For information on Silicon Labs Bluetooth solutions visit: https://get.silabs.com/yt768sl5

For documentation on the Bluetooth APIs visit: https://get.silabs.com/yt768sl6

For information on AI/ML development including partner tools visit: https://get.silabs.com/yt768sl7

For documentation on Machine Learning visit: https://get.silabs.com/yt768sl8

For information on using the Silicon Labs Machine Learning Toolkit to create data models visit: https://get.silabs.com/yt768gh2

For more workshops on Machine Learning including partner tools visit: https://get.silabs.com/yt768sl9

For the voice-controlled Pacman project visit: https://get.silabs.com/yt768pm

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