November 2017
Intermediate to advanced
274 pages
6h 16m
English
Content preview from Neural Network Programming with TensorFlow
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Implementing feedforward networks with images
Now we will look at how to use feedforward networks to classify images. We will be using notMNIST data. The dataset consists of images for nine letters, A to I.
NotMNIST dataset is similar to MNIST dataset but focuses on Alphabets instead of numbers (http://yaroslavvb.blogspot.in/2011/09/notmnist-dataset.html)
We have reduced the original dataset to a smaller version for the training so that you can easily get started. Download the ZIP files and extract them to the folder where the dataset is contained, https://1drv.ms/f/s!Av6fk5nQi2j-kniw-8GtP8sdWejs.
The pickle module of python implements an algorithm for serializing and de-serializing a Python object structure. Pickling is the process in which ...
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