July 2019
Intermediate to advanced
512 pages
19h 39m
English
Content preview from Hands-On Deep Learning Algorithms with Python
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Building Capsule networks in TensorFlow
Now we will learn how to implement Capsule networks in TensorFlow. We will use our favorite MNIST dataset to learn how a Capsule network recognizes the handwritten image.
Import the required libraries:
import warningswarnings.filterwarnings('ignore')import numpy as npimport tensorflow as tffrom tensorflow.examples.tutorials.mnist import input_datatf.logging.set_verbosity(tf.logging.ERROR)
Load the MNIST dataset:
mnist = input_data.read_data_sets("data/mnist",one_hot=True)
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