title: Clustering with predefined centers on an image
body: <p>How can I use clustering algorithms say K-Means with predefined centroids?
  or if you can recommend better solutions for my problem which is substituting all pixels in an image from RGB to the nearest predefined colors in :{blue, red, green, yellow, orange}</p>