[settings]

You may be able to normalize the labeled images by removing the background. I found some OCR examples of doing that with bluring and subtraction. The same normalization steps could be run on smartphone images taken with a consistent background.

[jacquesm]

Hm. Ok, so 'white sheet of paper' would qualify I guess. Then only white parts would be hard :)