IoT & Hardware
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You're reading from  Developing IoT Projects with ESP32 - Second Edition

Product typeBook
Published inNov 2023
Reading LevelIntermediate
PublisherPackt
ISBN-139781803237688
Edition2nd Edition
Languages
C++
Tools
ESP32
Concepts
Internet of Things Security
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Author (1)
Vedat Ozan Oner
Vedat Ozan Oner
author image
Vedat Ozan Oner

Vedat Ozan Oner is an IoT product developer and software architect, with an excellent blend of technical knowledge and experience. During his career, he has contributed to several IoT projects in different roles, which allowed him to discover all key aspects of developing successful IoT products in highly competitive markets. Vedat has a bachelor's degree in METU/computer engineering and holds several industry-recognized credentials and qualifications, including PMP®, ITIL®, and AWS Certified Developer. Vedat started his limited company, Mevoo Ltd, in London in 2018 to provide consultancy services to his clients as well as develop his own IoT products. He still lives in London with his family.
Read more about Vedat Ozan Oner

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Implementation

The implementation will have only one application running on the ESP32-S3 Box Lite. It sounds relatively easy to develop, but each project comes with its own challenges. The challenge of this project is memory management. We will discuss memory management and optimization in detail throughout the implementation. The first step is to generate the ML model.

Generating the ML model

As we mentioned earlier, we will find a baby-crying detection model from the Edge Impulse project repository and download the C++ SDK with the model in it. The following steps show how to do that:

  1. Go to https://edgeimpulse.com/projects/ and type baby-cry-detector in the search box. Select the first project from the results:

    Figure 12.3: Baby-cry-detector project on Edge Impulse

  1. Clone the project by pressing the Clone this project button at the top right:

    Figure 12.4: Cloning the Edge Impulse project

  1. Log in to your Edge Impulse...
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Developing IoT Projects with ESP32 - Second Edition
Published in: Nov 2023Publisher: PacktISBN-13: 9781803237688
© 2023 Packt Publishing Limited All Rights Reserved

Author (1)

author image
Vedat Ozan Oner

Vedat Ozan Oner is an IoT product developer and software architect, with an excellent blend of technical knowledge and experience. During his career, he has contributed to several IoT projects in different roles, which allowed him to discover all key aspects of developing successful IoT products in highly competitive markets. Vedat has a bachelor's degree in METU/computer engineering and holds several industry-recognized credentials and qualifications, including PMP®, ITIL®, and AWS Certified Developer. Vedat started his limited company, Mevoo Ltd, in London in 2018 to provide consultancy services to his clients as well as develop his own IoT products. He still lives in London with his family.
Read more about Vedat Ozan Oner

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