October 2020
Intermediate to advanced
392 pages
9h 36m
English
Content preview from AI and Machine Learning for Coders
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Chapter 13. Using TensorFlow Lite in Android Apps
Chapter 12 introduced you to TensorFlow Lite, a set of tools that help you convert your models into a format that can be consumed by mobile or embedded systems. Over the next few chapters you’ll look into how to use those models on a variety of runtimes. Here, you’ll see how to create Android apps that use TensorFlow Lite models. We’ll start with a quick exploration of the main tool used to create Android apps: Android Studio.
What Is Android Studio?
Android Studio is an integrated development environment (IDE) for developing Android apps for a variety of devices, from phones and tablets to TVs, cars, watches, and more. In this chapter we’ll focus on using it for phone apps. It’s available to download for free, and there are versions for all major operating systems.
One of the nice things that Android Studio gives you is an Android emulator, so you can try out apps without needing to own a physical device. You’ll be using that extensively in this chapter! Traditionally Android applications were built using the Java programming language, but recently Google introduced Kotlin to Android Studio, and you’ll use that language in this chapter.
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O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.Julian F.
I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.Addison B.
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I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.