June 2018
Intermediate to advanced
318 pages
9h 24m
English
We will now see how to use CNN for classifying fashion products.
First, we will import our required libraries as usual:
import tensorflow as tfimport numpy as npimport matplotlib.pyplot as plt%matplotlib inline
Now, we will read the data. The dataset is available in tensorflow.examples, so we can directly extract the data as follows:
from tensorflow.examples.tutorials.mnist import input_datafashion_mnist = input_data.read_data_sets('data/fashion/', one_hot=True)
We will check what we have in our data:
print("No of images in training set {}".format(fashion_mnist.train.images.shape))print("No of labels in training set {}".format(fashion_mnist.train.labels.shape))print("No of images in test set {}".format(fashion_mnist.test.images.shape)) ...