Artículos relacionados a Embedded Machine Learning

Embedded Machine Learning - Tapa blanda

Mdhaffar, Afef

 
9786208158651: Embedded Machine Learning
Tapa blanda
ISBN 10: 6208158656 ISBN 13: 9786208158651
Editorial: Our Knowledge Publishing, 2024

Sinopsis

This book represents a first step towards embedded machine learning. It presents techniques for optimizing and compressing deep learning models. These techniques make it easier to deploy a high-performance, lightweight deep learning model on resource-constrained devices such as smartphones and microcontrollers. This paper also explores a topical knowledge transfer technique, namely knowledge distillation. This technique makes it possible to improve the performance of a lightweight deep learning model, while transferring to it the knowledge of a complex, high-performance deep learning model. All these techniques have been detailed in this book and illustrated with practical Python implementations, generally based on the use of the pytorch and tensorflow libraries.

"Sinopsis" puede pertenecer a otra edición de este libro.

Editorial
Our Knowledge Publishing
Año de publicación
2024
Idioma
Inglés
ISBN 10 
6208158656
ISBN 13 
9786208158651
Encuadernación
Tapa blanda
Número de páginas
56
Contacto del fabricante
no disponible
Persona responsable
no disponible