Classification using artificial neural network

I want to classify an image between two class A and B using two feature that is extracted previously. How the classification is possible using Artificial neural network

[Greg Heath]

How many images of each kind do you have?

What size are they?

What are the two features?

Are there more features that you could use?If so, what arethey.