Imagine you are a freelancer building a computer vision-based system. One day, a client comes to you to build a system that works to detect whether there are red-faced characters or not in the images inserted below.

A. Describe the approach and the algorithms you use to solve the problem given by the client.

B. Generate code based on the approach you proposed in points a using python notebook.