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MicroPython Projects

You're reading from   MicroPython Projects A do-it-yourself guide for embedded developers to build a range of applications using Python

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Product type Paperback
Published in Apr 2020
Publisher Packt
ISBN-13 9781789958034
Length 294 pages
Edition 1st Edition
Languages
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Author (1):
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Brad Stewart Brad Stewart
Author Profile Icon Brad Stewart
Brad Stewart
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Table of Contents (14) Chapters Close

Preface 1. Down the Rabbit Hole with MicroPython 2. Managing Real-Time Tasks FREE CHAPTER 3. Writing a MicroPython Driver for an I/O Expander 4. Developing an Application Test Harness 5. Customizing the MicroPython Kernel Start Up Code 6. A Custom Debugging Tool to Visualize Sensor Data 7. Device Control Using Gestures 8. Automation and Control Using Android 9. Building an Object Detection Application Using Machine Learning 10. The Future of MicroPython 11. Downloading and Running MicroPython Code
12. Assessments 13. Other Books You May Enjoy

Object detection requirements

The main purpose of this project is to build an embedded system that can detect objects. Object detection can be applied to a wide range of applications, from robotics through IoT devices such as person recognition for a smart doorbell. For this project, we are going to have two primary goals:

  • First, we want to be able to detect general objects that we could apply to a rover like a robot that is looking for objects in its path that would require it to change course.
  • Second, we want to create a second project that is able to recognize whether a person is present.

Hardware requirements

There are several different approaches that we could take for object detection that would cost anywhere from...

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