22. Distinguishing Traits

Reflect

QUESTION:

After visualizing the day and night images, what traits do you think distinguish the two classes?

ANSWER:

There are many traits that distinguish a night from a day image. You may have thought about the sky: a day image has a bright and sometimes blue sky, and is generally brighter. Night images also often contain artificial lights, and so they have some small, very bright areas and a mostly dark background.All of these traits and more can help you classify these images!

Acc

Say you have 500 day and night test images, and you send all of them through a classifier. What is the accuracy of this classifier if it misclassifies 80 images?

SOLUTION: 84%