computer vision - Mapping RGB/hex color codes to general color categories -


is there dataset maps each of ~16m rgb or hex color values general color family/category - e.g. red, purple, orange, beige, brown, etc. - access programmatically or load database or json document cross-refence color codes against? use case classify results of pil color detection of swatch files small set of color pickers shopping site. work if mapping bit more granular, 100-200 categories, since easy enough map target 10-15 myself. have knowledge of knn classification , work if have to, easier use static mapping if 1 exists.

you can use table such 1 in x11

http://www.astrouw.edu.pl/~jskowron/colors-x11/rgb.html

in order find color proximity, it's best transform colors lab color space first, euclidean distances have more meaning, , nearest neighbor give results.


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