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TinyML Cookbook Cover

TinyML Cookbook

Combine artificial intelligence and ultra-low-power embedded devices to make the world smarter

Paid access
|Apr 2022

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
PDF ISBN: 978-1-80181-263-4
Publisher: Packt Publishing Limited
Copyright owner: © 2022 Packt Publishing Limited
Publication date: 2022
Language: English
Pages: 344

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