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Using k-Means; compressing a rgb colored image by choosing the number of centroids (colors).
!!! For Staters please keep in mind the size of the image the normalization of the image is done according to the image size. If your image size is big like 1024 x 1024 then you have to change number of columns when normalizing instead of 3 you should have 1 column and the number of rows would represent each color