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Artificial Intelligence for IoT Cookbook

You're reading from   Artificial Intelligence for IoT Cookbook Over 70 recipes for building AI solutions for smart homes, industrial IoT, and smart cities

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Product type Paperback
Published in Mar 2021
Publisher Packt
ISBN-13 9781838981983
Length 260 pages
Edition 1st Edition
Languages
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Author (1):
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Michael Roshak Michael Roshak
Author Profile Icon Michael Roshak
Michael Roshak
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Table of Contents (11) Chapters Close

Preface 1. Setting Up the IoT and AI Environment 2. Handling Data FREE CHAPTER 3. Machine Learning for IoT 4. Deep Learning for Predictive Maintenance 5. Anomaly Detection 6. Computer Vision 7. NLP and Bots for Self-Ordering Kiosks 8. Optimizing with Microcontrollers and Pipelines 9. Deploying to the Edge 10. About Packt

Getting ready

In this recipe, we are going to use an ESP32 to do an OTA update for a small MCU device. With the ESP32, we are going to be programming in the IDF framework. Espressif IoT Development Framework (ESP-IDF) is a low-level programming framework. It has fewer pre-built components than the Arduino framework but is faster and more geared to industrial applications.

For development, we are going to be using VS Code with the PlatformIO extension added. We can create a project by going to the PlatformIO home page and selecting + New Project:

From there, add a project name, and then select the development board and the development framework you will be using. In my case, I am using the NodeMCU-32S as my development board:

Then, rename empty.c to main.c in your root directory and start coding.

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