PROJECT

image

Classifying Cats and Dogs Images Using Convolutional Neural Networks

In the previous three projects, you studied different feedforward densely connected neural networks and recurrent neural networks. In this project, you will study the Convolutional Neural Network (CNN).

You will see how you can use convolutional neural networks (CNN) to classify cats’ and dogs’ images. Before you see the actual code, let’s first briefly discuss what convolutional neural networks are.

What Is a Convolutional Neural Network?

A convolutional neural network, a type of neural network, is used to classify spatial data, for instance, images, sequences, etc. ...

Get Python Machine Learning Workbook for Beginners now with O’Reilly online learning.

O’Reilly members experience live online training, plus books, videos, and digital content from 200+ publishers.