Book

Intelligent Mobile Projects with TensorFlow

Google TensorFlow is used to train all the models deployed and running on mobile devices. This book covers 10 projects on the implementation of all major AI areas of iOS, Android, and Raspberry Pi: computer vision, speech and language processing, and machine learning.

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Difficulty Level

Intermediate

Completion Time

13h28m

Language

English

About Book

Who Is This Book For?

If you're an iOS/Android developer interested in building and retraining others' TensorFlow models and running them in your mobile apps, or if you're a TensorFlow developer and want to run your new and amazing TensorFlow models on mobile devices, this book is for you. You'll also benefit from this book if you're interested in TensorFlow Lite, Core ML, or TensorFlow on Raspberry Pi.

Book content

chapters 13h28m total length

Getting Started with Mobile TensorFlow

Recognizing Dog Breed or Flower Type

Detecting Objects and their Locations

Transforming Pictures with Amazing Art Styles

Understanding Simple Speech Commands

Describing Images in Natural Language

Generating Natural Sounding Speech

Classifying and Summarizing Text

Performing Machine Translation from English to French

Predicting House and Stock Prices

Building AlphaGo-like Chess App

Seeing, Listening, Speaking and Learning on Raspberry Pi

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