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You're reading from  Internet of Things from Scratch

Product typeBook
Published inFeb 2024
PublisherPackt
ISBN-139781837638543
Edition1st Edition
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Author (1)
Renaldi Gondosubroto
Renaldi Gondosubroto
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Renaldi Gondosubroto

Renaldi Gondosubroto is an accomplished software engineer and developer advocate in the tech community. With a wealth of experience in developing proprietary and open-source solutions, he has made significant contributions to numerous organizations and communities. Currently, he holds all 12 AWS certifications, along with 20 Microsoft Azure certifications. He has a Bachelor of Science in Computing and Software Systems from the University of Melbourne and a Master of Science in Computer Science from Columbia University. Outside of the industry, he is active in the academic community, with his research focused on IoT and Artificial Intelligence. Having spoken at over 40 events, conferences, and workshops, he has been an international speaker for the past six years, sharing his experiences and projects. He aims to build open-source solutions and deliver content that can help people achieve more value in what they do and promote best practices for practitioners.
Read more about Renaldi Gondosubroto

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Technical requirements

This chapter will require you to have the following hardware and software installed:

  • Hardware:
    • ESP32 microcontroller
    • DHT11 temperature and humidity sensor
    • Keyestudio Arduino Super Starter Kit
    • Ultrasonic distance sensor (HC-SR04)
    • Servo motor (SG90)
    • Red, yellow, and green LEDs
    • 220-ohm resistors
    • Breadboard
    • Jumper wires
  • Software:
    • Arduino IDE
    • TensorFlow
    • TensorFlow Lite

TensorFlow

TensorFlow is an open source software (OSS) library and platform for machine learning (ML) and deep learning (DL) that was developed by the Google Brain team. It is very popularly used within industry, academia, and research due to its performance, flexibility, and scalability. It allows developers to design and build ML models that are both on cloud-based platforms and edge devices. This includes a wide variety of features such as model training and deployment, data visualization, and distributed computing.

In this chapter, we will be using TensorFlow as a service to run an...

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Internet of Things from Scratch
Published in: Feb 2024Publisher: PacktISBN-13: 9781837638543

Author (1)

author image
Renaldi Gondosubroto

Renaldi Gondosubroto is an accomplished software engineer and developer advocate in the tech community. With a wealth of experience in developing proprietary and open-source solutions, he has made significant contributions to numerous organizations and communities. Currently, he holds all 12 AWS certifications, along with 20 Microsoft Azure certifications. He has a Bachelor of Science in Computing and Software Systems from the University of Melbourne and a Master of Science in Computer Science from Columbia University. Outside of the industry, he is active in the academic community, with his research focused on IoT and Artificial Intelligence. Having spoken at over 40 events, conferences, and workshops, he has been an international speaker for the past six years, sharing his experiences and projects. He aims to build open-source solutions and deliver content that can help people achieve more value in what they do and promote best practices for practitioners.
Read more about Renaldi Gondosubroto