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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Chapter 10:

  1. Each category of ML algorithms responds to different classes of problems in nature and they are not comparable in terms of superiority at detecting patterns.
  2. Training an ML model requires computational resources that are not available on IoT devices.
  3. Quantization is a technique to shrink ML models to fit into IoT devices.
  4. TFLM comes with the tools to optimize ML models for IoT devices.
  5. MultiNet is the model by Espressif for detecting voice commands offline.
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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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