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  • Book Overview & Buying Machine Learning with Core ML
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Machine Learning with Core ML

Machine Learning with Core ML

By : Joshua Newnham
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Machine Learning with Core ML

Machine Learning with Core ML

5 (1)
By: Joshua Newnham

Overview of this book

Core ML is a popular framework by Apple, with APIs designed to support various machine learning tasks. It allows you to train your machine learning models and then integrate them into your iOS apps. Machine Learning with Core ML is a fun and practical guide that not only demystifies Core ML but also sheds light on machine learning. In this book, you’ll walk through realistic and interesting examples of machine learning in the context of mobile platforms (specifically iOS). You’ll learn to implement Core ML for visual-based applications using the principles of transfer learning and neural networks. Having got to grips with the basics, you’ll discover a series of seven examples, each providing a new use-case that uncovers how machine learning can be applied along with the related concepts. By the end of the book, you will have the skills required to put machine learning to work in their own applications, using the Core ML APIs
Table of Contents (12 chapters)
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Drawing

In this section, we will start off by inspecting an existing starter application and implement the drawing functionality. Then, in the next section, we will look at how we can augment the user by predicting what they are trying to draw and providing substitutes they can swap with.  

If you haven't done so, pull down the latest code from the accompanying repository at https://github.com/packtpublishing/machine-learning-with-core-ml. Once downloaded, navigate to the Chapter7/Start/QuickDraw/ directory and open the project QuickDraw.xcodeproj. Once loaded, you will see the starter project for this chapter, as shown in the following screenshot:

In the previous screenshot, you can see the application in its entirety; the interface consists of a single view, which contains a simple toolbar down on the left, allowing the user to toggle between...

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Machine Learning with Core ML
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