How to predict the character in this kmeans code

Hi i have execute the code which iam attaching after plotting i should predict the character which is image iam doing hand written character recognition. Iam attaching image also. So please any one help me to predict the character in the image thanks waiting for your precious responses.

Answer 1

[Image Analyst]

I think your whole concept is wrong. Why use kmeans to find out which pixels belong to which letters when you can simply call bwlabel() to do the same thing but much much better?