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Machine Learning with Core ML
book

Machine Learning with Core ML

by Joshua Newnham
June 2018
Intermediate to advanced content levelIntermediate to advanced
378 pages
8h 43m
English
Packt Publishing
Content preview from Machine Learning with Core ML

Preparing the data

For our task, we require a collection of labeled photos of fruits. As you may recall from Chapter 1Introduction to Machine Learning, this type of machine learning problem is known as supervised learning. We need our model to take in an image and return the label of what it thinks the image is, also known as multi-class classification

Go ahead and collect photos of fruits. Create ML allows for multiple ways of organizing your data, but I find that ad hoc collection is easiest done by organizing it in folders, as shown here:

Source: http://www.image-net.org/ 

Here, we have organized our data into folders, where the folder ...

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Publisher Resources

ISBN: 9781788838290Supplemental Content