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 ...
