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Intelligent Mobile Projects with TensorFlow

You're reading from   Intelligent Mobile Projects with TensorFlow Build 10+ Artificial Intelligence apps using TensorFlow Mobile and Lite for iOS, Android, and Raspberry Pi

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Product type Paperback
Published in May 2018
Publisher Packt
ISBN-13 9781788834544
Length 404 pages
Edition 1st Edition
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Author (1):
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Jeff Tang Jeff Tang
Author Profile Icon Jeff Tang
Jeff Tang
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Table of Contents (14) Chapters Close

Preface 1. Getting Started with Mobile TensorFlow FREE CHAPTER 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

Summary

In this chapter, we introduced the amazing world of AlphaZero, the latest and greatest achievement of DeepMind as of December 2017. We showed you how to train an AlphaZero-like model for Connect 4, using the powerful Keras API with the TensorFlow backend, and how to test and possibly improve such a model. Then we froze the model and covered in detail how to build iOS and Android apps to use the model and play Connect 4 with the model-powered AI. It's not the exact AlphaZero model that can beat human Chess or GO champions yet, but we hope this chapter provides you with a solid foundation and motivates you to continue your work in replicating what AlphaZero did first and further expanding it to other problem domains. It'll take a lot of hard work, but will be totally worth it.

If the latest AI progress, such as AlphaZero, excites you, chances are you'll also...

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