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How to detect different random colors from the picture?

Hello,

I am doing phase detection program. I would like to know if there is any possibility to say that this picture frame has 3 various color or this picture frame has one color. colors should be changed picture by picture. So I am looking for some logic to say how many different color are there in the picture.

Please guide me. Thank you very much in advance.