Actually, GIZMODO does a better job of explaining what it is in their article,
Apparently, this is what happens when the Mona Lisa is caught in a network dream
There are a few other really cool ones as well:
These are great pictures that can inspire art
So we tried it starting with this:
...and then you have crazy pictures that just look straight up creepy!
Our Picture "Inceptionified" Deep Dream version
Hahaha, the extra eyes and ears are what makes it creepy as shit.
If you want to give it whirl, go here to Deep Dream. Keep it mind, it can take a long time to render...like a week.
To read more about it from the creators themselves, check out their BLOG.
Oh, and some one created an App that can do the same thing called Dreamscape
It's fun but know that your picture will be public for all to see.
Just a warning about going on that page, if you scroll down to see what was generated, you'll see that someone decided it would be fun to post pics from porn.
You've been warned and have fun!