Reminds me of something similar I have done for a "machine vision" course using OpenCV (C++).[1]

The basic idea is to get the histogram and check for dominant colors.

(There are other implemented features as well, like texture, if you're interested)

[1]https://github.com/RaedsLab/Comparify