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Google sets up feedback loop on it's image recognition neural network - holy shit

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What's with the dogs carrying around disembodied heads in their mouths?

That freaks me out lol

I don't understand. How/why can his happen

Google's recognition software is told to find for a specific X, like Dogs or western architecture.

It tries to find the closet matches and repeats over and over again in a feedback loop. And then after many many many loops of this action, it spits out the featured pictures. So for the Knight picture, the software is told to find dog faces, and it loops over and over again looking for dog faces. So you get this unnatural fusion of the original picture mixed with all of the 'dog faces' that the software could find.

And people all over have said that it is eerily similar to what happens on an acid trip etc.
 
Computers can dream now. Great, we're even more fucked in the not so distant future.

I really want some high quality prints of a few, they'd make great wall prints...imagine the conversation over canapés, this one is great who is the artist? Answer: GoogleBot
 
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I want all 4!
 
Pretty amazing what it can paint from scratch, too. It created these out of a random noise pattern:

"So here’s one surprise: neural networks that were trained to discriminate between different kinds of images have quite a bit of the information needed to generate images too."
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So Google is Picasso now.
 
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Fear, for it is Goat Ducknose
 
Ok I'm gonna need an explanation on this one.

https://en.wikipedia.org/wiki/Hallucinogen_persisting_perception_disorder

I have a very mild form of this. Effectively just makes colours more saturated, and everything look sharper, with some aura stuff thrown in. I actually like it, but for some people it means you can't even read a book without the words bouncing around all over the place.

Also, to echo what others have said this is VERY close to stuff you can see on psychedelic drugs.
 
I could imagine something like this could be quite terrifying if used in VR space, imagine some sort of horror game that warps the world you're in ever so slightly using these algorithms looking for completely random faces or objects. Could make for an interesting hallucination simulator too.
 
It probably takes a long time to generate these images so I doubt a game could do it on the fly.

Imagine though.

Teach one of these networks to recognize skeletons and eyeballs and then unleash it on random shit.

Holy fuck that would be terrifying.

It actually opens up doors to a whole new artform.
 
So, how does this work exactly?

The supervisor is handing the images to the neural network and tells it to look for something like bananas, architecture or animals or eyes (shudder) and then the program goes an a search? Or does the network looks for something familiar, recognizes a shape and then the feedback loop happens when the picture comes back and the network looks for more of the same?

Some pictures are truly terrifying - the architecture ones are really beautiful though.
 
Yep, this is what a high dose of mushrooms or acid will do - except that shit starts moving/breathing/twisting as an added bonus. Fucking rad

Can't wait until we can upload and generate these ourselves. Absolutely beautiful.
 
Beautiful and eery. As others have said this almost perfectly captures the psychosis imagery experienced on hallucingetics, to a fairly startling degree, as it forgoes deliberate psychedelic art for generated mathematical precision. The machine like qualities of the psyche going haywire with pattern recognition and association. I mean, this is borderline a robot on acid. And that kinda creeps me out.
 
Beautiful and eery. As others have said this almost perfectly captures the psychosis imagery experienced on hallucingetics, to a fairly startling degree, as it forgoes deliberate psychedelic art for generated mathematical precision. The machine like qualities of the psyche going haywire with pattern recognition and association. I mean, this is borderline a robot on acid. And that kinda creeps me out.

It's spectacular. Every previous attempt at portraying the visual aspect of the psychedelic experience has been comprehensively beaten here. I never thought it would be possible. But here we are, actually reconstructing the process by which we hallucinate, and making a machine do it. It's one of the most amazing things I've seen all year.

They have neural net pattern recognition for video too, right? I want to see *that* run backwards.
 
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