Inside an Artificial Brain (HD)

Share this & earn $10
Moby Motion
Published at : 17 Sep 2021
35808 views
573
10

When I saw this video, I wished it was accompanied by some nice, chilled out music, and luckily the author allowed modification so I put this together!

Uploaded in 4K so that, if your computer can handle it, you can watch at an upscaled version with a bitrate closer to Vimeo’s ;)

Credit goes to the original creator, used here under a creative commons 3.0 license: https://vimeo.com/132700334
Music also taken with a creative commons license, and the song is "Serenity" by Audial: https://soundcloud.com/audialmusic/serenity

This uses Google’s machine learning image recognition algorithms, and here’s a simplified explanation from Reddit (https://www.reddit.com/r/explainlikeimfive/comments/3cbelv/eli5_can_anyone_explain_googles_deep_dream/) of what’s happening:

Ok, so google has image recognition software that is used to determine what is in an image.

the image recognition software has thousands of reference images of known things, which it compares to an image it is trying to recognise.

So if you provide it with the image of a dog and tell it to recognize the image, it will compare the image to it’s references, find out that there are similarities in the image to images of dogs, and it will tell you "there’s a dog in that image!"

But what if you use that software to make a program that looks for dogs in images, and then you give it an image with no dog in and tell it that there is a dog in the image?

The program will find whatever looks closest to a dog, and since it has been told there must be a dog in there somewhere, it tells you that is the dog.

Now what if you take that program, and change it so that when it finds a dog-like feature, it changes the dog-like image to be even more dog-like? Then what happens if you feed the output image back in?

What happens is the program will find the features that looks even the tiniest bit dog-like and it will make them more and more doglike, making doglike faces everywhere.

Even if you feed it white noise, it will amplify the slightest most minuscule resemblance to a dog into serious dog faces.

This is what Google did. They took their image recognition software and got it to feed back into it’s self, making the image it was looking at look more and more like the thing it thought it recognized.

The results end up looking really trippy.

It’s not really anything to do with dreams IMO

Edit: Man this got big. I’d like to address some inaccuracies or misleading statements in the original post…

I was using dogs an example. The program clearly doesn’t just look for dog, and it doesn’t just work off what you tell it to look for either. It looks for ALL things it has been trained to recognize, and if it thinks it has found the tiniest bit of one, it’ll amplify it as described. (I have seen a variant that has been told to look for specific things, however).

However, it turns out the reference set includes a heck of a lot of dog images because it was designed to enable a recognition program to tell between different breeds of dog (or so I hear), which results in a dog-bias.

I agree that it doesn’t compare the input image directly with the reference set of images. It compares reference images of the same thing to work out in some sense what makes them similar, this is stored as part of the program, and then when an input image is given for it to recognize, it judges it against the instructions it learned from looking at the reference set to determine if it is similar.

- - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -

Blog - http://www.mobymotionblog.com/
Twitter - https://twitter.com/MobyMotion

Blender - http://www.blender.org
Luxrender - http://www.luxrender.net/
Sheep it! - https://www.sheepit-renderfarm.com

machinelearninggoogle

The First Book of Maccabees 📚 All chapters | The Bible 🕎

The First Book of Maccabees 📚 All chapters | The Bible 🕎

Curtis Waters - Stunnin' (Lyrics) ft. Harm Franklin | "I’m a pretty boy I’m stunning"

Curtis Waters - Stunnin' (Lyrics) ft. Harm Franklin | "I’m a pretty boy I’m stunning"

How to Design for Durability

How to Design for Durability

The Present is a Foreign Country (Mirror)

The Present is a Foreign Country (Mirror)

Oftentimes-SALEM

Oftentimes-SALEM

Should Russell Westbrook Come Off The Bench?

Should Russell Westbrook Come Off The Bench?

Origin | The Online Gamer

Origin | The Online Gamer

MIRROR《ONE AND ALL》MV

MIRROR《ONE AND ALL》MV

Unit 10. Decodable. Time to Tug

Unit 10. Decodable. Time to Tug

KEY CARD! Kate Holds Last Piece Meghan Missed Leads To TRAGIC ENDING After Failure Over NY Trip

KEY CARD! Kate Holds Last Piece Meghan Missed Leads To TRAGIC ENDING After Failure Over NY Trip

I Accidentally Ended Up In Travis Scott's Song

I Accidentally Ended Up In Travis Scott's Song

Pay Me My Money Down (Live at the New Orleans Jazz & Heritage Festival, 2006)

Pay Me My Money Down (Live at the New Orleans Jazz & Heritage Festival, 2006)

АКС 74У холостяк

АКС 74У холостяк

The Cruel Prince by Holly Black Audiobook 1 of 2

The Cruel Prince by Holly Black Audiobook 1 of 2

Managing Client Relationships as an Investment Banker, Lawyer or Consultant

Managing Client Relationships as an Investment Banker, Lawyer or Consultant

Jack Garratt - Worry

Jack Garratt - Worry

D-Block - "Other Than That" (feat. Styles P. & Jadakiss) [Official Audio]

D-Block - "Other Than That" (feat. Styles P. & Jadakiss) [Official Audio]

We LIVED in a REAL HAUNTED HOUSE for 24 HOURS  😨 (GHOST VIDEOPROOF)

We LIVED in a REAL HAUNTED HOUSE for 24 HOURS 😨 (GHOST VIDEOPROOF)

Carly Rae Jepsen - Call Me Maybe

Carly Rae Jepsen - Call Me Maybe

Third COVID-19 vaccine dose could give people two to three years' protection - Luke O'Neill

Third COVID-19 vaccine dose could give people two to three years' protection - Luke O'Neill

Greek Music!! Gold Greek Music !! Relax and Listen to Gold Greek Music !! 4K Video

Greek Music!! Gold Greek Music !! Relax and Listen to Gold Greek Music !! 4K Video

🦈 Tech House | FISHER Style | March 2020 🦈

🦈 Tech House | FISHER Style | March 2020 🦈

Assists that did not repeat

Assists that did not repeat

What Perform is about

What Perform is about

What vehicles will pass the LARGEST ROUND BUMPS in BeamNG Drive

What vehicles will pass the LARGEST ROUND BUMPS in BeamNG Drive

What are companies looking for in freelancers?

What are companies looking for in freelancers?

FÃ DE SERTANEJO TAMBÉM QUER AUMENTAR O COISO DELE!

FÃ DE SERTANEJO TAMBÉM QUER AUMENTAR O COISO DELE!

Keen'V - Affaire classée ( clip officiel )

Keen'V - Affaire classée ( clip officiel )

IN CONTACT - monochromatic - official video

IN CONTACT - monochromatic - official video

Multiple Timeframe Secrets You're Not Supposed To Know

Multiple Timeframe Secrets You're Not Supposed To Know

Kapchorwa chief magistrate nabbed arrested in Moroto

Kapchorwa chief magistrate nabbed arrested in Moroto

Teaching methods JOYFUL

Teaching methods JOYFUL

$250,000 Race! The GapTrain Was Flying in Round 1 at "The Come Up" The Biggest Small Tire Race Ever!

$250,000 Race! The GapTrain Was Flying in Round 1 at "The Come Up" The Biggest Small Tire Race Ever!

Living at The Colleges at La Rue

Living at The Colleges at La Rue

Taliban members have vastly different ideas to govern Afghanistan. Which will prevail?

Taliban members have vastly different ideas to govern Afghanistan. Which will prevail?

Woman Hasn't Told Tunisian Boyfriend She's Still Married | 90 Day Fiancé: Before The 90 Days

Woman Hasn't Told Tunisian Boyfriend She's Still Married | 90 Day Fiancé: Before The 90 Days

'It Sucks Getting Old' Robert De Niro & Michael Douglas Explaining Why (Extended)

'It Sucks Getting Old' Robert De Niro & Michael Douglas Explaining Why (Extended)

Kid Rock - Picture feat. Sheryl Crow [Official Music Video]

Kid Rock - Picture feat. Sheryl Crow [Official Music Video]

10 AFFORDABLE IKEA PRODUCTS THAT LOOK LUXURIOUS!

10 AFFORDABLE IKEA PRODUCTS THAT LOOK LUXURIOUS!

Choked | Official Trailer | Saiyami Kher, Roshan Mathew, Amruta Subhash, Rajshri Deshpande | Netflix

Choked | Official Trailer | Saiyami Kher, Roshan Mathew, Amruta Subhash, Rajshri Deshpande | Netflix

How To Resign From Your Job With Class

How To Resign From Your Job With Class

Should vs Ought to, English modal verbs

Should vs Ought to, English modal verbs

Mitch Murder - Then Again [Album]

Mitch Murder - Then Again [Album]

Kendrick Lamar - HUMBLE.

Kendrick Lamar - HUMBLE.

A Lot Of Money

A Lot Of Money

Ghana news in brief for Friday September 24, 2021

Ghana news in brief for Friday September 24, 2021

KSI - You (Audio) [All Over The Place]

KSI - You (Audio) [All Over The Place]

Chorus - Gameplay Preview [4K]

Chorus - Gameplay Preview [4K]

Pleistocene Time Period Video

Pleistocene Time Period Video