It looks like all your characters are uppercase, but if that is not always 
the case, my experience with doing per character ocr in tesseract is it 
cannot handle capitalization properly. That is, is it a 'c' or a 'C'? 

I layout all my characters in a straight line, and get much better results 
using PSM line mode.

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