Our Knowledge Publishing
Embedded Machine Learning
Product Code:
9786208158651
ISBN13:
9786208158651
Condition:
New
$48.72
Embedded Machine Learning
$48.72
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.
| Author: Afef Mdhaffar |
| Publisher: Our Knowledge Publishing |
| Publication Date: Oct 04, 2024 |
| Number of Pages: 56 pages |
| Binding: Paperback or Softback |
| ISBN-10: 6208158656 |
| ISBN-13: 9786208158651 |
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