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In this tutorial, we will use machine learning to build a gesture recognition system that runs on a tiny microcontroller, the RP2040.

This tutorial has 2 parts. The first one is to explore the Raspberry Pi Pico, its main components, and how to program it using Micropython and its C/C++ SDK (Software Development Kit). Next, we will use the Pico to capture “gesture data” to be used on a TinyML model training, using Edge Impulse Studio. Once developed and tested, the model will be deployed and used for real inference on the same device.”

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