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Hands-On Deep Learning for Images with TensorFlow

You're reading from  Hands-On Deep Learning for Images with TensorFlow

Product type Book
Published in Jul 2018
Publisher Packt
ISBN-13 9781789538670
Pages 96 pages
Edition 1st Edition
Languages
Author (1):
Will Ballard Will Ballard
Profile icon Will Ballard

MNIST digits

Now, let's learn about MNIST digits. In this section, we'll look at the ImageData notebook that I've prepared to help us understand how to deal with image data; downloading and getting the MNIST digits; looking at images as raw numbers; and then finally, visualizing the actual images based on this numeric data.

The code we're going to be working with is contained in an IPython Notebook. This is the way we've set up our container, so you're going to be running your container like we mentioned at the end of the setting up your Machine Learning Toolkit. I've also prepared an ImageData IPython Notebook that we're going to be working with. We will start off by importing all the necessary packages, and we're going to, turn on Matplotlib in order to automatically plot. This means that when we show an image, we don't have...

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