Can I read Deep Learning on Microcontrollers: Learn how to develop embedded AI applications using TinyML on EtoBox?

Deep Learning on Microcontrollers: Learn how to develop embedded AI applications using TinyML by Atul Krishna Gupta; Dr. Siva Prasad Nandyala is a nonfiction available to read on EtoBox.

What is Deep Learning on Microcontrollers: Learn how to develop embedded AI applications using TinyML about?

A step-by-step guide that will teach you how to deploy TinyML on microcontrollers KEY FEATURES ● Deploy machine learning models on edge devices with ease. ● Leverage pre-built AI models and deploy them without writing any code. ● Create smart and efficient IoT solutions with TinyML. DESCRIPTION TinyML, or Tiny Machine Learning, is used to enable machine learning on resource-constrained devices, such as microcontrollers and embedded systems. If you want to leverage these low-cost, low-power but strangely powerful devices, then this book is for you. This book aims to increase accessibility to TinyML applications, particularly for professionals who lack the resources or expertise to develop and deploy them on microcontroller-based boards. The book starts by giving a brief introduction to Artificial Intelligence, including classical methods for solving complex problems. It also familiarizes you with the different ML model development and deployment tools, libraries, and frameworks suitable for embedded devices and microcontrollers. The book will then help you build an Air gesture digit recognition system using the Arduino Nano RP2040 board and an AI project for recognizing keywords usi

Who reads Deep Learning on Microcontrollers: Learn how to develop embedded AI applications using TinyML?

Author

Atul Krishna Gupta; Dr. Siva Prasad Nandyala

Publisher

BPB Publications

Published

2023

Language

EN

ISBN

9789355518057

Category

nonfiction

Subjects

Computer Science, Artificial Intelligence (Ai), Stem