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TensorFlow Lite: Solution for running ML on-device
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TensorFlow Lite: Solution for running ML on-device

by Pete Warden, Nupur Garg
February 2020
33m
English
O'Reilly Media, Inc.
Closed Captioning available in German, English, Spanish, French, Japanese, Korean, Portuguese (Portugal, Brazil), Chinese (Simplified), Chinese (Traditional)

Overview

Pete Warden and Nupur Garg (Google) take you through TensorFlow Lite, TensorFlow’s lightweight cross-platform solution for mobile and embedded devices. It enables on-device machine learning inference with low latency, high performance, and a small binary size. It’s the standard solution at Google and the primary inference framework for all on-device use cases.

Prerequisite knowledge

  • Familiarity with ML

What you'll learn

  • Learn how TensorFlow Lite tools work and how to convert and optimize models for mobile and embedded devices
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Publisher Resources

ISBN: 0636920373803