Mobile Camera would be much more useful tool with an ability to have an overlay guiding user to shooting an image correctly. Something along the lines of banking app check scanner overlay.
My use case is - scientific survey requires a lot of untrained participants taking pictures of leafs. And to aid machine vision processing of this data some what uniformity is very much required.