Solved by KFrank in post #4 
              
              
                Hello Adam! 

Let me speak as if you have images that are labelled on a per-pixel 
basis, and that have only a small fraction of their pixels actually 
labelled.  Each pixel is either unlabelled, or is labelled with one 
of five classes. 
(My comments apply more generally to unlabelled / labelled da…