The most uninteresting way you can compose a flower shot is by putting the flower head in the top third of the frame, with the vertical stem underneath. This kind of composition of a flower is what you would see in a flower identification book. So you are just documenting the subject, and not creating any kind of art. When you have one of these documented flower shots, give it a little help with a creative texture overlay. I added the texture in Smart Photo Editor.