Hello
Really nice writing! I have used deep image prior directly on my images for my thesis. I wanted to share my experience for training the network over one image and computational complexity.
Honestly compared with alternative inpainting solutions (I used this network for inpainting), total time spend for training is really optimized. But of course that is directly depended on iteration value. Needless to say, the higher iteration the higher the complexity will be.