April 2020
Intermediate to advanced
380 pages
9h 24m
English
Content preview from Mobile Deep Learning with TensorFlow Lite, ML Kit and Flutter
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Introduction to Deep Learning for Mobile
In this chapter, we will explore the emerging avenues of deep learning on mobile devices. We will briefly discuss the basic concepts of machine learning and deep learning, and we'll introduce the various options available for integrating deep learning with Android and iOS. This chapter also introduces implementations of deep learning projects using native and cloud-based learning methodologies.
In this chapter, we will cover the following topics:
- Growth of artificial intelligence (AI)-powered mobile devices
- Understanding machine learning and deep learning
- Introducing to some common deep learning architectures
- Introducing to reinforcement learning and natural language processing (NLP)
- Methods of integrating ...
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