One important thing, if expecting a photo to be anonymous is to strip out all the identifying data from the photo. Digital cameras (especially smartphones) tend to embed a lot of information into the photo - e.g. the exact time and location it was taken, the type of camera etc.
Exactly the feedback I was seeking although developers already looking into this one. cheers