[JulianMorrison]

Run it backwards in inception mode? I wonder if it could generate porn, or what Gigeresque horrors would come out if somebody tried.

[cing]

Image Synthesis from Yahoo's open_nsfw (https://news.ycombinator.com/item?id=12756462)

[rightsForRobots]

I actually tried that. It's not as interesting as you'd think. Perhaps having an 'other' category makes it more difficult.

It's trivial to drop the model into the deepdream ipython notebook they provide: https://github.com/google/deepdream/blob/master/dream.ipynb

[rightsForRobots]

Tried again. Better: http://i.imgur.com/ALoLmcX.jpg

[theoh]

Seriously, though, synthesis using a recognition model can be a good reality check to remind us of the shortcomings of the model's "understanding" of the domain.