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Man Combines Random People’s Photos Using Neural Networks And The Results Are Amazing

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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

This post may include affiliate links.

#1

Pictures Combined Using Neural Networks

Final score:

188points

LizJones 8 years ago

Love this one!

5points

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#2

Pictures Combined Using Neural Networks

Final score:

169points

Monika 8 years ago

#creepykitty

10points

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#3

Pictures Combined Using Neural Networks

Final score:

166points

GaryBradski 8 years ago

https://dreamscopeapp.com

6points

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#4

Pictures Combined Using Neural Networks

Final score:

165points

MatejSedláček 8 years ago

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

8points

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#5

Pictures Combined Using Neural Networks

Final score:

160points

KädiAgu 8 years ago

That's my favorite :)

3points

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#6

Pictures Combined Using Neural Networks

Final score:

151points

PawełSzczepański 8 years ago

I want something like that on my wall. So bad!

11points

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#7

Neural Networks

Final score:

139points

LuisMilian 8 years ago

sure love Van Gogh

7points

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#8

Pictures Combined Using Neural Networks

Final score:

135points

JanetZane 8 years ago

surfboarding the waves!

7points

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#9

Neural Networks

Final score:

131points

CleverFool 8 years ago

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

5points

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#10

Neural Networks

Final score:

127points

MollyDanzinger 8 years ago

Venus on a half shell meets Tim burton

11points

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#11

Pictures Combined Using Neural Networks

Final score:

116points

TessaKrellner 8 years ago

dats wowie

4points

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#12

Pictures Combined Using Neural Networks

Final score:

114points

EladStern 8 years ago

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

2points

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#13

Neural Networks

Final score:

114points

DeniseBynum 8 years ago

I love this one!

5points

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#14

Pictures Combined Using Neural Networks

Final score:

111points

FrancescoNoferi 8 years ago

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

2points

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#15

Neural Networks

Final score:

106points

AndreaRundell 8 years ago

Starry Deathnote

10points

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#16

Pictures Combined Using Neural Networks

Final score:

105points

GarrethJohnson 8 years ago

Blizzard

31points

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#17

Neural Networks

Final score:

92points

LindaCollier 8 years ago

Remote mind

2points

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#18

Neural Networks

Final score:

82points

TaidaMarczak 8 years ago

Amazing! I want that framed on my wall!

6points

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#19

Pictures Combined Using Neural Networks

Final score:

80points

DariaB 8 years ago

Vincent Van Dog

37points

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#20

Pictures Combined Using Neural Networks

Final score:

80points

AnHuynh 8 years ago

2010-12-13...200547.jpg

12points

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#21

Neural Networks

Final score:

80points

ДианаХърлечанова 8 years ago

beautiful

3points

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#22

Neural Networks

Final score:

76points

LindaCollier 8 years ago

Fantasy food

2points

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#23

Pictures Combined Using Neural Networks

Final score:

74points

JanetZane 8 years ago

Da Gough Vincent Van Vicci

14points

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#24

Pictures Combined Using Neural Networks

Final score:

73points

Pemberton 8 years ago

sausage pasta turned into creepy monsters :o

7points

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#25

Neural Networks

Final score:

67points

CleverFool 8 years ago

Hey, look it's Weedog!

9points

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#26

Neural Networks

Final score:

39points

Jhoa 6 years ago

What's the original painting?

1point

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#27

Pictures Combined Using Neural Networks

Final score:

38points

#28

Neural Networks

Final score:

34points

PhyllisSteging 8 years ago

Boy does that really fit him.

2points

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#29

Pictures Combined Using Neural Networks

Final score:

33points

#30

Neural Networks

Final score:

31points

PandaBear 8 years ago

MATRIX!

0points

#31

Neural Networks

Final score:

30points

#32

Pictures Combined Using Neural Networks

Final score:

28points

AhmadFathillah 8 years ago

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

1point

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#33

Pictures Combined Using Neural Networks

Final score:

28points

#34

Pictures Combined Using Neural Networks

Final score:

25points

#35

Pictures Combined Using Neural Networks

Final score:

23points

#36

Neural Networks

Final score:

23points

raimei 8 years ago

looks like the electric guitar of Zeus

4points

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#37

Pictures Combined Using Neural Networks

Final score:

21points

#38

Pictures Combined Using Neural Networks

Final score:

21points

#39

Pictures Combined Using Neural Networks

Final score:

20points

#40

Neural Networks

Final score:

20points

DillonMacEwan 8 years ago

Francis Sausage!

0points

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#41

Pictures Combined Using Neural Networks

Final score:

19points

#42

Pictures Combined Using Neural Networks

Final score:

19points

MadzWiden 8 years ago

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

20points

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#43

Pictures Combined Using Neural Networks

Final score:

17points

#44

Pictures Combined Using Neural Networks

Final score:

17points

AlgirdasStockunas 8 years ago

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

2points

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#45

Pictures Combined Using Neural Networks

Final score:

16points

Megan Greathouse 6 years ago

What's the lower-left pic?

0points

#46

Pictures Combined Using Neural Networks

Final score:

16points

RosaLin 8 years ago

weird!!

3points

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#47

Pictures Combined Using Neural Networks

Final score:

15points

#48

Neural Networks

Final score:

15points

FrancescoNoferi 8 years ago

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

0points

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French Diver’s “Jewels” In Tight Swimming Trunks Become Talk Of The Town At Olympics

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#49

Pictures Combined Using Neural Networks

Final score:

12points

DariaB 8 years ago

If Picasso did anime...

7points

#50

Pictures Combined Using Neural Networks

Final score:

12points

Константин Новиков 7 years ago

ОХРЕНЕТЬ!!!!

0points

#51

Pictures Combined Using Neural Networks

Final score:

6points

AngelOrtiz 8 years ago

Meatboy IRL

0points

#52

Pictures Combined Using Neural Networks

Final score:

5points

PandaBear 8 years ago

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

1point

#53

Pictures Combined Using Neural Networks

Final score:

5points

Victoria Rey Piuma 8 years ago

Of course not!

1point

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#54

This submission is hidden. Click here to view.

#54

Ihuddy Carrot

Final score:

-5points

Millicent Tendency

#55

This submission is hidden. Click here to view.

#55

Times Square Man By Kathy Libraty

Final score:

-6points

#56

This submission is hidden. Click here to view.

#56

Blue Door

Final score:

-8points

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#57

This submission is hidden. Click here to view.

#57

Fintastic Surfer Girl

Final score:

-10points

#58

This submission is hidden. Click here to view.

#58

Superman

Final score:

-10points

Octavianus Asoka

CallanHustler 8 years ago

This aint even edited, just a badly cropped image

0points

#59

This submission is hidden. Click here to view.

#59

Arquitecture

Final score:

-11points

#60

This submission is hidden. Click here to view.

#60

Zizek

Final score:

-11points

#61

This submission is hidden. Click here to view.

#61

Fintastic Surfer Girl

Final score:

-12points

LMA

This lazy panda forgot to write something about itself.

This lazy panda forgot to write something about itself.

What do you think ?

LeonGatys 8 years ago

those guys basically copied the stuff we invented - if you want to get HD images you should check out the original: http://deepart.io/ Best Leon

8points

MikeChua 8 years ago

So you guys created this? From Google? Or?

0points

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DouglasEck 8 years ago

Leon is absolutely correct. This work is by him and his team. http://arxiv.org/abs/1508.06576. It differs from Deep Dream in that it takes two inputs, a "style" image and a "content" image and it reproduces the content image in the target style.

3points

Martin Franěk 8 years ago

You are correct, Ostagram - wich is linked is published on github as https://github.com/SergeyMorugin/ostagram relies on https://github.com/jcjohnson/neural-style wich cites Leons original work

0points

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AntonZanimonets 8 years ago

Where can i find it in hd definition

2points

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LeonGatys 8 years ago

those guys basically copied the stuff we invented - if you want to get HD images you should check out the original: http://deepart.io/ Best Leon

8points

MikeChua 8 years ago

So you guys created this? From Google? Or?

0points

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DouglasEck 8 years ago

Leon is absolutely correct. This work is by him and his team. http://arxiv.org/abs/1508.06576. It differs from Deep Dream in that it takes two inputs, a "style" image and a "content" image and it reproduces the content image in the target style.

3points

Martin Franěk 8 years ago

You are correct, Ostagram - wich is linked is published on github as https://github.com/SergeyMorugin/ostagram relies on https://github.com/jcjohnson/neural-style wich cites Leons original work

0points

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AntonZanimonets 8 years ago

Where can i find it in hd definition

2points

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