Finds the most dominant colors in an image using an automated version of the kmeans clustering alogirthm (via elbow plots) and panda df's.

Things that helped me: https://web.stanford.edu/~hastie/Papers/gap.pdf https://code.likeagirl.io/finding-dominant-colour-on-an-image-b4e075f98097