tinyML Summit 2021 https://www.tinyml.org/event/summit-2021
Tutorial: Building a Magic Wand
Pete Warden – Google
This tutorial will show how to gather data, train, and deploy an IMU-based model for recognizing gestures on an Arduino Nano BLE Sense 33. It will use the Arduino IDE and Colab scripts to develop the model and will explain the feature generation needed to go from raw accelerometer and gyroscope data to input suitable for a neural network. Using TensorFlow Lite Micro and Arm’s CMSIS-NN library, you will learn how to create a practical application from scratch. It is recommended that you purchase the Arduino TinyML Kit to be able to follow along virtually.