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Embedded Machine Learning
by Embedded Machine Learning
$40.62
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Description
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.
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Product Details
- Our Knowledge Publishing Brand
- Oct 4, 2024 Pub Date:
- 6208158656 ISBN-10:
- 9786208158651 ISBN-13:
- English Language
- 9 in * 0.13 in * 6 in Dimensions:
- 0 lb Weight:
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