Hardware Controll via the web

For example, lets say I want to upload an image via a website, that then sends the image to the Arduino and displays it on the display. From there I can use a 'paint' like program to manipulate the image at will, as well as rotate, zoom, etc. Basic image processing.

99.9% certain that is not going to happen. Perhaps you should start out with something simple and work from there.