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I wrote a tool that explores different ways to cluster in the RGB space - https://github.com/mattnedrich/palette-maker

It compares k-means, median-cut, and simple RGB space quantization.

mean-shift is great, but it is unbelievably slow (n^2)



I thought you can make mean shift go faster with the Fast Multipole Method.

See: https://home.cscamm.umd.edu/programs/fam04/fgt_duraiswami_fa... (PDF file)




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