I am trying to extract the colors of a dress in a picture.

First I used a simple code to mask the skin color. The I used various libraries like cv2, PIL to extract the colors. But the shadows on the dress make the number of colors on the dress infinite and I’m not getting accurate values.

I want to extract the dominant colors from the dress and make a composition graph.