TinyML Cookbook

Table of Contents

1. Getting Started with TinyML
2. Prototyping with Microcontrollers
3. Building a Weather Station with TensorFlow Lite for Microcontrollers
4. Voice Controlling LEDs with Edge Impulse
5. Indoor Scene Classification with TensorFlow Lite for Microcontrollers and the Arduino Nano
6. Building a Gesture-Based Interface for YouTube Playback
7. Running a Tiny CIFAR-10 Model on a Virtual Platform with the Zephyr OS
8. Toward the Next TinyML Generation with microNPU