October 2018
Beginner
362 pages
9h 32m
English
Let's work on putting our new knowledge of CNNs to the test. We're going to work through one of the most popular tasks for CNNs: image classification.
In an image classification task, our horse looks at a given image and determines the probability that a certain object is an image. In the following example, the image is 248 pixels wide, 400 pixels tall, and has three color channels: red, green, and blue (RGB). Therefore, the image consists of 248 x 400 x 3 numbers, or a total of 2,97, 600 numbers. Our job is to turn these numbers into a single classified label; is this horse?

While this might seem a simple task for ...