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Python Artificial Intelligence Projects for Beginners
book

Python Artificial Intelligence Projects for Beginners

by Dr. Joshua Eckroth
July 2018
Beginner content levelBeginner
162 pages
3h 25m
English
Packt Publishing
Content preview from Python Artificial Intelligence Projects for Beginners

Revisiting the bird species identifier to use images

In this section, we're going to revisit the bird species identifier from before. This time, we're going to update it to use neural networks and deep learning. Can you recall the birds dataset? It has 200 different species of birds across 12,000 images. Unlike last time, we won't be using the human-labeled attributes, and instead we'll use the actual images without any pre-processing. In our first attempt, we're going to build a custom convolutional neural network, just like we did for the mathematical symbols classifier.

Let's go to the code. We will start with the typical imports:

We'll ...

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Publisher Resources

ISBN: 9781789539462Supplemental Content