When selecting images, it is important to consider the context they will appear in. Will the image serve as a singular focal point or will it need to sit beside and complement multiple images?
Visual pacing is also important. A busy image alongside a calmer portrait shot or textural detail can work well.
Avoid multiple detailed images on an application as they compete for attention and create a cluttered design effect.
A single detailed image, alone on an application works better.