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Hands-On Edge Analytics with Azure IoT

You're reading from  Hands-On Edge Analytics with Azure IoT

Product type Book
Published in May 2020
Publisher Packt
ISBN-13 9781838829902
Pages 262 pages
Edition 1st Edition
Languages
Concepts
Author (1):
Colin Dow Colin Dow
Profile icon Colin Dow
LinkedIn
Colin Dow has been 3D printing since 2013 starting with the laser cut wooden frame version of the Ultimaker 3D printer. He has gone through a dozen or so 3D printers over the years from MakerBots, PrintrBots, early Prusa i3s, delta printers, and liquid resin printers. Colin has been working with OpenSCAD since 2014 using it with 3D printers to design and manufacture model rocketry parts for his model rocketry business. Through his aerospace workshops he has introduced many students to 3D printing including in-class demonstrations of 3D printing. Over the last few years Colin has been designing and building automated drones for his drone startup using 3D printers and OpenSCAD.
See other products by Colin Dow

Table of Contents (15) Chapters

Preface 1. Section 1: Getting Started with Edge Analytics
2. Introduction to Edge Analytics 3. How Does IoT Edge Analytics Work? 4. Communications Protocols Used in Edge Analytics 5. Section 2: Understanding Edge Analytics Technologies
6. Working with Microsoft Azure IoT Hub 7. Using the Raspberry Pi with Azure IoT Edge 8. Using MicroPython for Edge Analytics 9. Machine Learning and Edge Analytics 10. Designing a Smart Doorbell with Visual Recognition 11. Section 3: The Road Ahead
12. Security and Privacy in an Edge Analytics World 13. What Next? 14. Other Books You May Enjoy

Using edge intelligence with microcontrollers

As microcontrollers become more powerful, they can process more at the edge. Machine learning-type applications using microcontrollers, particularly in the field of machine vision, are becoming more common. The relatively low cost of these microcontrollers makes it easy to fill up a workshop with many different models and brands.

In this section, we will look at a few of these microcontrollers before we build a QR code reader using the Maix K210 microcontroller.

Exploring the various models of camera-based microcontrollers

The majority of camera-based microcontrollers are based on the ESP32. The two main programming languages for ESP32-based microcontrollers are Arduino C and MicroPython...

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Authors (1)

Profile icon Colin Dow
LinkedIn
Colin Dow has been 3D printing since 2013 starting with the laser cut wooden frame version of the Ultimaker 3D printer. He has gone through a dozen or so 3D printers over the years from MakerBots, PrintrBots, early Prusa i3s, delta printers, and liquid resin printers. Colin has been working with OpenSCAD since 2014 using it with 3D printers to design and manufacture model rocketry parts for his model rocketry business. Through his aerospace workshops he has introduced many students to 3D printing including in-class demonstrations of 3D printing. Over the last few years Colin has been designing and building automated drones for his drone startup using 3D printers and OpenSCAD.
Read more
See other products by Colin Dow

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