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Intelligent Mobile Projects with TensorFlow

You're reading from Intelligent Mobile Projects with TensorFlow

Product type Book

Published in May 2018

Publisher Packt

ISBN-13 9781788834544

Pages 404 pages

Edition 1st Edition

Languages

Concepts

Machine Learning

Author (1):

Jeff Tang

Table of Contents (14) Chapters

Preface

1. Getting Started with Mobile TensorFlow

2. Classifying Images with Transfer Learning

3. Detecting Objects and Their Locations

4. Transforming Pictures with Amazing Art Styles

5. Understanding Simple Speech Commands

6. Describing Images in Natural Language

7. Recognizing Drawing with CNN and LSTM

8. Predicting Stock Price with RNN

9. Generating and Enhancing Images with GAN

10. Building an AlphaZero-like Mobile Game App

11. Using TensorFlow Lite and Core ML on Mobile

12. Developing TensorFlow Apps on Raspberry Pi

13. Other Books You May Enjoy

Leave a review - let other readers know what you think

Setting up Raspberry Pi and making it move

The series of small, single-board Raspberry Pi computers include Raspberry Pi 3 B+, 3 B, 2B, 1 B+, 1 A+, Zero, and Zero W (for detailed info see https://www.raspberrypi.org/products/#buy-now-modal). We'll use the Pi 3 B motherboard here, which you can purchase for about $35 from the preceding link or on Amazon (https://www.amazon.com/gp/product/B01CD5VC92). Accessories that we have used and tested with the board with their prices are as follows:

CanaKit 5V 2.5A Raspberry Pi Power Supply for about $10 (https://www.amazon.com/gp/product/B00MARDJZ4) to use during development.
Kinobo - USB 2.0 Mini Microphone for about $4 (https://www.amazon.com/gp/product/B00IR8R7WQ) to record your voice commands.
USHONK USB Mini Speaker for about $12 (https://www.amazon.com/gp/product/B075M7FHM1) to play a synthesized voice.
Arducam 5 Megapixels 1080p...

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Authors (1)

Jeff Tang

Jeff Tang fell in love with classical AI more than two decades ago. After his MS in CS, he worked on Machine Translation for 2 years and then, to survive the long AI winter, he worked on enterprise apps, voice apps, web apps, and mobile apps at startups, AOL, Baidu, and Qualcomm. He developed a top-selling iOS app with millions of downloads and was recognized by Google as a Top Android Market Developer. He reconnected with modern AI in 2015 and knew that AI will be his passion and commitment for the next two decades. One of his favorite topics is to make AI available anytime anywhere and hence the book.

See other products by Jeff Tang

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