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If you're not sure what you're looking at when you look at the pictures below, don't worry, you're probably not alone. But rest assured, your eyes don't need testing and your screen doesn't need fixing. Because these bizarre images, created by users via Russian website Ostagram, are the product of an art technique known as Inceptionism, where images are combined using neural networks to generate a single mind-bending picture.

A neural network is a computational model based on the structure of a biological neural network. In other words, it works like a human brain. Conventional software operates within strict parameters but artificial neural networks have the ability to "learn" by being fed more and more data over time.

The images are possible thanks to DeepDream software, which finds and enhances patterns in images by a process known as algorithmic pareidolia. It was pioneered by Google and was originally code-named Inception after the film of the same name. And looking at these pictures, it’s easy to see why.

If you understand Russian then head over to Ostagram to make your own crazy Inceptionist artwork!

More info: Ostagram

#1

Pictures Combined Using Neural Networks

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JimmyFelton
Community Member
9 years ago Created by potrace 1.15, written by Peter Selinger 2001-2017

Do this with each frame of 2 movies!

Ivan Scherbinin
Community Member
9 years ago Created by potrace 1.15, written by Peter Selinger 2001-2017

https://periscope.com.ua/redaktory/vinci-prilozhenie-fotoredaktor-ili screenshot...06-png.jpg screenshot_2016-07-29-17-44-41-57a99bc663f06-png.jpg

Pamela
Community Member
9 years ago Created by potrace 1.15, written by Peter Selinger 2001-2017

In nearly all cases the end result is better than the first! :)

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    #2

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    #3

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    VictoriaBerdon
    Community Member
    9 years ago Created by potrace 1.15, written by Peter Selinger 2001-2017

    Yes, that's what I thought, too! That app was going around about 2 months ago, no?

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    anna hoholi
    Community Member
    8 years ago Created by potrace 1.15, written by Peter Selinger 2001-2017

    we used the same tachnique and model in a short video clip! Hope you like it as well :) https://vimeo.com/215673070

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    #4

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    MatejSedláček
    Community Member
    9 years ago Created by potrace 1.15, written by Peter Selinger 2001-2017

    Are these pictures accesible in higher resolution? I would LOVE to print them on my wall!

    PonyoChampion
    Community Member
    9 years ago Created by potrace 1.15, written by Peter Selinger 2001-2017

    it looks like a Van Gough painting.

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    #5

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    RoseFiaRogers-Casey
    Community Member
    9 years ago Created by potrace 1.15, written by Peter Selinger 2001-2017

    I want this tattooed on my arm.. or leg... it's amazing

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    #7

    Neural Networks

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    #8

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    AdamAugusta
    Community Member
    9 years ago Created by potrace 1.15, written by Peter Selinger 2001-2017

    Hokusai: Xtreme Sports Edition

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    #9

    Neural Networks

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    CleverFool
    Community Member
    9 years ago Created by potrace 1.15, written by Peter Selinger 2001-2017

    I see a beautiful symbol of the beautiful interconnectedness of life and death.

    Kevin Consedine
    Community Member
    9 years ago Created by potrace 1.15, written by Peter Selinger 2001-2017

    Great looking blend of 2 paintings.

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    #10

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    WojciechKukla
    Community Member
    9 years ago Created by potrace 1.15, written by Peter Selinger 2001-2017

    Wow, it looks like an empty skull.

    #11

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    #12

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    EladStern
    Community Member
    9 years ago Created by potrace 1.15, written by Peter Selinger 2001-2017

    Are these the women warriors of the ancient Amazon tribes, revealed inside the contemporary reflective eye?

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    #13

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    #14

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    FrancescoNoferi
    Community Member
    9 years ago Created by potrace 1.15, written by Peter Selinger 2001-2017

    source of the pic http://www.zerochan.net/1233243 anime: carnival phantasm

    MikeButler
    Community Member
    9 years ago Created by potrace 1.15, written by Peter Selinger 2001-2017

    "Anime by way of an Autumn Afternoon" - 1923

    #15

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    AhmadFathillah
    Community Member
    9 years ago Created by potrace 1.15, written by Peter Selinger 2001-2017

    Everything got more creepy when it is van gogh styled

    Kaida Tong
    Community Member
    8 years ago Created by potrace 1.15, written by Peter Selinger 2001-2017

    Sterben Note (I think stern means star in German)

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    #18

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    TaidaMarczak
    Community Member
    9 years ago Created by potrace 1.15, written by Peter Selinger 2001-2017

    Amazing! I want that framed on my wall!

    Somasundaran Mylath
    Community Member
    9 years ago Created by potrace 1.15, written by Peter Selinger 2001-2017

    Inceptionism - New art technique of combining images using Neural Network

    #19

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    AmieBrownfield
    Community Member
    9 years ago Created by potrace 1.15, written by Peter Selinger 2001-2017

    This looks like an Iris Scott painting...https://www.facebook.com/IrisFingerpaintings/?fref=ts

    AmieBrownfield
    Community Member
    9 years ago Created by potrace 1.15, written by Peter Selinger 2001-2017

    This one looks like an Iris Scott painting: https://www.facebook.com/IrisFingerpaintings/?fref=ts

    #20

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    RodrigoLunaKan
    Community Member
    9 years ago Created by potrace 1.15, written by Peter Selinger 2001-2017

    Looks like a haired golden Kanye West... WTF.

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    #22

    Neural Networks

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    #23

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    JanetZane
    Community Member
    9 years ago Created by potrace 1.15, written by Peter Selinger 2001-2017

    Da Gough Vincent Van Vicci

    CleverFool
    Community Member
    9 years ago Created by potrace 1.15, written by Peter Selinger 2001-2017

    2 brilliant works of art, by 2 brilliant artists, combined by technology.

    #24

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    Pemberton
    Community Member
    9 years ago Created by potrace 1.15, written by Peter Selinger 2001-2017

    sausage pasta turned into creepy monsters :o

    NinaSawicka
    Community Member
    9 years ago Created by potrace 1.15, written by Peter Selinger 2001-2017

    sausage pasta was creepy enough before it transformed

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    AlexanderVolk
    Community Member
    9 years ago Created by potrace 1.15, written by Peter Selinger 2001-2017

    What is that a picture of in the top right?

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    #25

    Neural Networks

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    BitterVoid
    Community Member
    8 years ago Created by potrace 1.15, written by Peter Selinger 2001-2017

    Ew . This is disgusting and lowlife. Lowlife people who do dtugs are worthless and should die

    Raz N'emmy
    Community Member
    5 years ago Created by potrace 1.15, written by Peter Selinger 2001-2017

    I made an account just to tell you that this was super prejudice and those people need to be healed, not slandered against. Comments like yours aren't helping and further drives them to use drugs even more.

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    DoyleE
    Community Member
    9 years ago Created by potrace 1.15, written by Peter Selinger 2001-2017

    Pasta on the dogs nose?

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    #27

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    #28

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    #31

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    #32

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    AhmadFathillah
    Community Member
    9 years ago Created by potrace 1.15, written by Peter Selinger 2001-2017

    this is nice. i imagine some movie using this style of graph

    AmberRavenscroft
    Community Member
    9 years ago Created by potrace 1.15, written by Peter Selinger 2001-2017

    Looks like Yolandi from Die Antwoord!

    PhyllisSteging
    Community Member
    9 years ago Created by potrace 1.15, written by Peter Selinger 2001-2017

    Ewww that sort of scary creepy but good.

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    #33

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    #34

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    #41

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    #42

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    MadzWiden
    Community Member
    9 years ago Created by potrace 1.15, written by Peter Selinger 2001-2017

    ...... this be the stuff nightmares are made of....

    ArtoPekkanen
    Community Member
    9 years ago Created by potrace 1.15, written by Peter Selinger 2001-2017

    Reminds me of Skeleton Jelly: http://imgur.com/lbIoX

    NuniksGayatri
    Community Member
    9 years ago Created by potrace 1.15, written by Peter Selinger 2001-2017

    Eww Gross. Sorry.. I hate this...

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    #43

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    #44

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    AlgirdasStockunas
    Community Member
    9 years ago Created by potrace 1.15, written by Peter Selinger 2001-2017

    Astonishing and this could be the end of ordinary artists,.

    Victoria Rey Piuma
    Community Member
    9 years ago Created by potrace 1.15, written by Peter Selinger 2001-2017

    Not necessarily. Artists in the future may choose to fotograph/paint both elements themselves, to influence the composition.

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    PhyllisSteging
    Community Member
    9 years ago Created by potrace 1.15, written by Peter Selinger 2001-2017

    No--You have to start with something to merge. You will always have the painters and the photographers, etc. Would hate to lose that.

    #45

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    PandaBear
    Community Member
    9 years ago Created by potrace 1.15, written by Peter Selinger 2001-2017

    This has a hidden message: Money is in the simple things, simple things like bread. Think about it.

    PhyllisSteging
    Community Member
    9 years ago Created by potrace 1.15, written by Peter Selinger 2001-2017

    Took the words right out of my mouth!!

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    #47

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    #48

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    FrancescoNoferi
    Community Member
    9 years ago Created by potrace 1.15, written by Peter Selinger 2001-2017

    source doujin: http://nhentai.net/g/62331/

    KathleenWoodworth
    Community Member
    9 years ago Created by potrace 1.15, written by Peter Selinger 2001-2017

    This picture would be better with brussels sprouts instead of watermelon...

    #49

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    PandaBear
    Community Member
    9 years ago Created by potrace 1.15, written by Peter Selinger 2001-2017

    Truly, who would want to eat bread looking like that?

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