Classification using Naive Bayes classifier

I want to classify some segmented region into two class A and B using Naive Bayes classifier using some extracted features of that image. How can I computed the probability of each features

 Accepted Answer

Look at lots of pictures and see how often each feature is present. Not sure what else to say or how to answer.

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