how to implement k means clustering algorithm without using k means function manually ?

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*Image(RGB)---> RGB2Gray---->reshaping---->kmeans(5) and kmenas(10)----> 1D convert to 2D ---->remove small region less than 10 pixel------?final o/p*
this is the algorithm , and i need the code guidance in this purpose

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