November 2018
Intermediate to advanced
322 pages
7h 54m
English
Content preview from TensorFlow Machine Learning Projects
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CapsNet for classifying Fashion MNIST images
Now let's take a look at the implementation of CapsNet for classifying Fashion MNIST images. Zalando, the e-commerce company, recently released a new replacement for the MNIST dataset, known as Fashion MNIST (https://github.com/zalandoresearch/fashion-mnist). The Fashion MNIST dataset includes 28 x 28 grayscale images under 10 categories:
|
Category name |
Label (in dataset) |
|
T-shirt/top |
0 |
|
Trouser |
1 |
|
Pullover |
2 |
|
Dress |
3 |
|
Coat |
4 |
|
Sandal |
5 |
|
Shirt |
6 |
|
Sneaker |
7 |
|
Bag |
8 |
|
Ankle boot |
9 |
The following are some sample images from the dataset:
The training ...
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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.