TensorFlow Lite: Solution for running ML on-device

Video description

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

Product information

  • Title: TensorFlow Lite: Solution for running ML on-device
  • Author(s): Pete Warden, Nupur Garg
  • Release date: February 2020
  • Publisher(s): O'Reilly Media, Inc.
  • ISBN: 0636920373780