O'Reilly logo

Neural Network Programming with TensorFlow by Rajdeep Dua, Manpreet Singh Ghotra

Stay ahead with the world's most comprehensive technology and business learning platform.

With Safari, you learn the way you learn best. Get unlimited access to videos, live online training, learning paths, books, tutorials, and more.

Start Free Trial

No credit card required

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 ...

With Safari, you learn the way you learn best. Get unlimited access to videos, live online training, learning paths, books, interactive tutorials, and more.

Start Free Trial

No credit card required