Photoshop, GIMP, or photo touchup kind of apps are for the mass. The GP's app is the first stage of such app. Photo effect update and photo editing involve processing all the pixels. 10M per pass is the norm. Make that interactive and updating in real time with multiple passes.

The next wave will be audio and video processing and editing. Applying effects like cleaning up the colors in every frame is very expensive.