Book Image

Developing IoT Projects with ESP32 - Second Edition

By : Vedat Ozan Oner
3 (2)
Book Image

Developing IoT Projects with ESP32 - Second Edition

3 (2)
By: Vedat Ozan Oner

Overview of this book

ESP32, a low-cost and energy-efficient system-on-a-chip microcontroller, has become the backbone of numerous WiFi devices, fueling IoT innovation. This book offers a holistic approach to building an IoT system from the ground up, ensuring secure data communication from sensors to cloud platforms, empowering you to create production-grade IoT solutions using the ESP32 SoC. Starting with IoT essentials supported by real-world use cases, this book takes you through the entire process of constructing an IoT device using ESP32. Each chapter introduces new dimensions to your IoT applications, covering sensor communication, the integration of prominent IoT libraries like LittleFS and LVGL, connectivity options via WiFi, security measures, cloud integration, and the visualization of real-time data using Grafana. Furthermore, a dedicated section explores AI/ML for embedded systems, guiding you through building and running ML applications with tinyML and ESP32-S3 to create state-of-the-art embedded products. This book adopts a hands-on approach, ensuring you can start building IoT solutions right from the beginning. Towards the end of the book, you'll tackle a full-scale Smart Home project, applying all the techniques you've learned in real-time. Embark on your journey to build secure, production-grade IoT systems with ESP32 today!
Table of Contents (15 chapters)
13
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14
Index

Project – Baby Monitor

Audio analysis and classification is one of the fields where machine learning (ML) yields very successful results. In this final chapter of the book, we are going to develop an ML application on ESP32-S3 to detect baby cries in the environment. Edge Impulse will be the ML platform of the project since it provides all the necessary tools and functionality that we need for this project. The application will also connect to the RainMaker platform and pass information to the cloud to notify users via the RainMaker mobile application. A typical Internet of Things (IoT) solution usually requires one or more third-party systems/platforms to be integrated into the same solution. This project provides us with a good opportunity to gain hands-on experience with several integrations and see what problems can arise during development.

In this chapter, we will discuss the following topics to develop a baby monitoring solution:

  • The feature list of the...