Teaching convolutional neural networks to give me friends

[@KevDude162]

13:03. Man do I love the friend at the bottom right.

[@SreenikethanI]

Looks like a bird (like a Raven or crow) but with a human face

[@FenrizNNN]

*Idfk wut a shet is dis*

[@benrosen5917]

That's the demon that ate my soul

[@paulvangemmeren9351]

Amnesia monster?

[@NatalieCostello-w2z]

He’s my favorite man

[@MVBit]

That picture in the bottom right just can't decide what its background should be, oh my god

[@uilsoum875]

She’s tripping

[@CubicApocalypse128]

What's worse is the one near the upper left that can't decide what kind of abomination to be.

[@PointyyESM]

I FOUND YOU MULTI!!!

[@awesomenessstudios5202]

This reminds me how i watched Vsause: Understand 70%, pretend you know the rest. Great video though :)

[@IDK-yx2lr]

AwsomeNess Studios *_VSAUSE_*

[@devinward461]

IDK Michael here

[@Wilker_uwu]

*_WHERE ARE YOUR FINGERS?_*

[@cimmik]

If it is only 30% you don't know, you should ask questions to get to understand the rest.

[@yuvrajjain047]

AwsomeNess Studios Wait a minute Michael is Cary’s brother Dun Dun Dunnnnnnn

[@spamtongspamton9900]

12:19 Everybody: looks *”decent”* Bottom left corner: HI GUYS

[@flyingspacebrainedidiot]

Hey what about 2nd from top 2nd from left

[@SsVoyage1892]

Lol it looks like thomas jefferson

[@MistressCrab]

I love how by 5 hours of training most of them are okay and then the bottom right is just unable to decide on a face shape

[@banjoacoustic]

Some of them look like they're being taken by the abyss from Dark Souls lmao

[@aichmophobia4944]

it literally terrifies me whenever i look at the bottom right 💀

[@Gertkardol]

11:12 Grade trying to fuck up the image generator. XD

[@Karnemelk]

Gert Kardol I also just noticed that

[@uberstruck8d788]

THAT NEEDS TO BE CENSORED!

[@screengames5307]

+JRA Cubing and Gaming?

[@RusZugunder]

lol, nice catch

[@MrCat-oi6hm]

Gert Kardol i'm going to say that thanks

[@SuperSrs]

You should train a neural network to detect pronounciation and use it to animate your characters' mouths.

[@appelnonsurtaxe]

Good luck for the training, you'll have to provide the lips movement for all your samples!

[@SuperSrs]

Well, he already has drawn most of the stages he'll need, just has to have the network listen to the audio and choose the appropriate visual from the list. Animating/transitioning them would be a separate matter

[@AmeHart]

that's actually not a bad idea

[@appelnonsurtaxe]

I don't really know about neural networks, but I think that you'll need a lot more samples than just what's in the video, and it would probably be simpler to hard-code such a thing, but great idea!

[@armydillo1013]

yiss

[@jenningsasyetuntitled9052]

Cary is a beautiful people

[@cavalier4789]

We are ALL beautiful people on this blessed day :)

[@leungchoihung2465]

Jennings AsYetUntitled ok

[@qgali2804]

Jennings AsYetUntitled So Gradeaundera is a Beautiful People either

[@Qwertyuiopasdfghjklzxcvvbnm]

I am beautiful pineapple

[@royakuma4144]

Hello to the efficiency champion

[@karlhenke91]

Why do you show us your "own mediocre work"? Because making learning entertaining is really the hard part. Now I am interested in a subject I never would have thought about before.

[@headphoneusersbeware4202]

Am i really the first one who reacts here? I mean, after 1 year and 160 likes... WHAT?

[@Wockes]

@@headphoneusersbeware4202 yes, hi

[@tubbyqueen]

29”&83 is your new nickname

[@MAX-uh6kh]

@@headphoneusersbeware4202 4th

[@headphoneusersbeware4202]

@@MAX-uh6kh yea... lol

[@neonshadowhand8634]

This video is amazing! I loved the end result, and really can’t wait to watch more of your content. You’ve got youself a new subscriber

[@shelvacu]

3:40 donut-testing in sync with the music! Nice!

[@enoua5222]

shelvacu it made me happy when I saw that!

[@bolgeg6191]

shelvacu yes

[@tisajokt7676]

I... actually didn't even notice that... ...how...

[@shelvacu]

Sky's sketches

[@tennicktenstyl]

yeah, it was satisfying to watch. just imagine what it would be like if he put is just a little bit slower of faster, basically torture xd

[@ahoy1014]

Wouldn't it be more effective to use a database with passport photos? The photos you used have a lot of different angles and expressions, whilst passport photos almost always have the same angles and expressions. I think it would improve your friends' faces quite a bit.

[@MCRAVENATOR2222]

Tortillian this is very true^^^^

[@kilésengati]

Tortillian You could also combine biometric photographies with non-biometric yet frontal photographies of faces so the neural network first learns about how a face looks like in general and then learns about the individual expressions.

[@CoderBeast]

Would like to see this indeed.

[@lynild]

True - but if the goal is to get the most "beautiful" people, using celebraties does make more sense than using a passport photo database.

[@ahoy1014]

They don't need to be celebrities, though. I've seen plenty of people that aren't known that still pass the standards of beautiful. Also, let's say the A.I. took an ear from a picture that is at an angle, and the rest of the face from front-facing pictures, I doubt that generation would be beautiful.

[@mabelmabel8112]

yo thanks for making these, your stuff is probably the only way id be able to sit through hearing how neural networks work and youve probably opened a lot of eyes to how cool this stuff is getting

[@Kapin05]

You should make a neural network write one of your videos, make the voiceover and generate images to show at various parts. I dunno, I just think that'd be really awesome and creepy at the same time.

[@garblelord1198]

10:23 Is this what Hadvar saw while I made my Skyrim character?

[@excinerus]

@Daniel Jakob kzbin.info/www/bejne/aYDCcmNrhamWY68

[@hydrantb0yyt945]

@@excinerus stfu

[@hartenny]

-@

[@yato3520]

It said that this video was recommended to me... So true... computers are getting smarter every day...

[@azaelperez9168]

Minecraft Miner no every hour

[@Mecrom]

Minecraft Miner a computer isn't smart.

[@jofwee]

Mecrom smarter.

[@hokusai17]

Ruined ur 100 likes

[@Alsoknownasnerd]

hello it's me from 6 years later.

[@error.418]

Your animations are amazing, always getting better, love the humor

[@janpokorny9710]

6:23 - Nope Edges of edges of edges detects the most edgy memes

[@cupc4k3z]

tru

[@claypl7021]

Jan Pokorný Panie Janie, czy pan jest z Czech?

[@majre9216]

Why do you have name like from slovakia

[@SLACKLINEDUDE]

Jan Pokorný very suspicious why do he have name like Slovakia

[@rubentongiani6198]

__spencer__ it's more like from Czech Republic. believe me, am a Czech guy

[@EVILBUNNY28]

You can technically see my house at 8:35. How crazy is that?! :O

[@norrgrd]

And you could actually see my house at 14:32 well, old house.

[@itseasy_okiecokie]

Im too far up :’(

[@ObjectsInMotion]

Not really, because your house would take up less than a hundredth of a pixel and that doesn't really qualify as seeing. More like, you can see the area around my house where me and millions of other people live.

[@MultiGoban]

@@ObjectsInMotion More like, you can see the average color of that area actually.

[@vaskedagame880]

Oh shit! You've said too much private information!

[@bokikoki7]

did anyone notice grade a under a at 11:12

[@frostythesnowbob607]

bob 123 W00T

[@Sarge92]

yes bro

[@zekchomenko2927]

Did you catch timtom?

[@jonathanpikmin8097]

me

[@larho9031]

-.-- . ... .-.-.- Morse Code.

[@Hunar1997]

15:13 That thing you said (the tutorial from scratch thingy) that would be awesooooooooooooooooooooooome .. please do it .. pleeeeeeeeeeeeeeease

[@pradeepkumar-qo8lu]

I second this please do.....just do ittttttt!!

[@alexjordan8838]

hunar omer I agree

[@hammercanttouchthis]

hunar omer Yessiree, that would be good wouldn't it?

[@minecraftmanofdoom2130]

hunar omer yes

[@chengshiv]

Ya that sound great

[@tiagosousa9713]

But first, let's talk about parallel universes.

[@whatisthis2809]

Epic Ass Channel lmao

[@want-diversecontent3887]

Epic Ass Channel Somebody call Jack Sullivan.

[@kornaes]

But first, let me take a selfie

[@ocylanos4938]

An A press is an A press. You can't say it's only a half.

[@Green24152]

oh ok

[@regisle]

at 12:01 the bottom left corner of the generated people looks like a smudged Hitler

[@Omar-ir4gk]

Regisle DragonRider LOL

[@antori11]

This comment made my day :DD

[@dimitargenchovski4383]

lol

[@marioaguilar3343]

lol

[@corbinium]

thank god it wasnt just me that thought that

[@bat8676]

God, you can tell how hard he works on editing and animating this videos that it almost hurts, great job dude!

[@river_ties2991]

This is extremely informative !! Cary's content is always so interesting and he himself is inspiring, keep doing what you're interested in, Cary!! 🤩🤩

[@LiamTolentino]

Lmao when the filter found the first donut, my alarm went off and I thought it was from the video.

[@JumboDS64]

!!WARNING!! DONUT FOUND!!!!!! WATCH OUT

[@dayliss413]

woah! you're going to show us how to program something like this? yoylecake! That's great!

[@lostguy2333]

Henry Smith your lapis not bubble lol I bet you eat yoylecake every day and you probably give gluten a red food Color and put on top and then you put fries (after he grows his growtatos) then inside you take a page from book and put it in the yoylecake

[@dayliss413]

I was going to make a comment about you being like the announcer (since your name is metal metty and your picture is Mettaton) but then I got the image in my head of Mettaton as the announcer and found that very funny ...or maybe you just ate a yoyleberry. Either way, hugely looking forward to the next machine learning video (man I love this community!)

[@qgali2804]

Henry Smith Hai Lapis Lazuli

[@dotshell4160]

Memester Mc Memes go back to filthy frank's channel, you trashy angsty ball of hormones

[@dayliss413]

To anyone replying to that guy, It's best that we ignore the trolls. Just focus on what makes this channel great like community and a love for computers/programming/science in general :D

[@terrain167]

There are several ways that you could extend and improve this neural network to make it more effective, due to the differences between gender, age, and skin color. In fact, you could filter the images with another neural network, inputing only people who have a similar skin color and gender, although age may be harder to factor in.

[@foolishkiwi4546]

thank you for moving things in-time with the music. It really helps me get into stuff(:

[@Kapin05]

I like how the music synced with the training data changing :D

[@metoothanks9448]

Considering the sample data consisted of people of different genders, from different perspectives and unique lighting conditions, the results were actually incredibly impressive.

[@AidenOcelot]

This guy can make evolution and machine learning programs I just made tic tac toe

[@mpw26]

Aiden Ocelot I made a boo-boo on my tummy I wanna die

[@sophiekouhai]

I just made awful animations in Plotagon.

[@derp4581]

I just make CO2 waste

[@kelceyfirth]

I can just print hello world lmao

[@paulvangemmeren9351]

Hey, we've all got to start somewhere! If it's something you're passionate about learning, it doesn't matter where you start from.

[@clayton8or]

11:12 Lol the only picture they could find... (Also MattShea is at the bottom 3 seconds later)

[@boftheb8664]

clayton8or_2 how did you see matt

[@AntiCaesarReal]

tfl gamer I looked with my eyes

[@maxblechman2665]

James Murray too

[@suwinkhamchaiwong8382]

clayton8or_2 saw him too

[@cyanisntcontent_creator]

I only found GradeAUnderA and AsKaGangsta

[@chrisanderson3872]

AI and neural networks have come so far in just 6 years 😮

[@bitmikealerts_lol]

Yeah, they have, it's scary

[@vb5piz3r]

Thanks so much for sharing your work. I have a good time watching your videos

[@CongaYT]

LOL Nice gradeAUnderA at 11:10

[@gagv4759]

Conga 11:11

[@azaelperez9168]

Conga Also Tim tom

[@newboy6736]

i saw that two i thought i was the only one

[@caydecontroller5186]

Mattshea caught my eye

[@canilusthesomething7652]

Messed up the last pic lel

[@feoranis26]

i have just done the monster celebrities illusion looking at the edge of tge "friends"

[@eribetra]

7:00 *Eye* detector: High probability of a *nose* being here.

[@pmrd]

Wow. I understand how this works now! I never saw a video that explains it as clearly as this. Great job!

[@Pokesatsu96]

This is low key awesome. Like it reminds me of matpat theory videos and how they are teaching me new stuff while also being enjoyable to watch.

[@kopissimooo]

You should make a neural network figure out how to play ballz and see how far it gets!

[@kyuxi]

Take [0] it will figure out the cheat...

[@0cheeseburga]

"and calculus and math" HA, I knew the filter on filter thing sounded like differentials!

[@claritise]

Not really actually, what he showed in the video was only really one half of neural nets which is just forward propagation. The calculas comes in during back propagation which is the method used to train neural nets and the main function of calculas in it is the process of gradient descent. I think he explains it in some other videos.

[@blueboired6135]

very uncanny during generation

[@patrickmeyer2802]

10:28 Mumbo Jumbo was the last person I expected to see there.

[@woodybob01]

Wow. This is the the best video I've ever watched on machine learning. No video has taught me as much as this one has. This is extremely interesting, thank you.

[@a-lphaofzeldaformegaming7907]

I use SNAP! to randomize google images

[@BodieAnimates]

At 8:09, there is a spongy on the shelves

[@jeffreythepigmc]

Training my computer to become Picasso

[@aries0329ab]

*"hey guys these are all my friends but for kinda ugly"* **SCROLLS UP** ** **ILLUMINATII THEME PLAYS**

[@MaartenvanHeek]

So nice to see you pass time making other beautiful things while waiting for your code to compile =)

[@zuck3rn]

If you pause it right on 1:42, that means it’s saying white is black-

[@crazyfox55]

Hey so you cant look through all the images and clear the junk. But what about teaching a neural network to detect junk images and only use the good training data?

[@aidangomez4726]

David McDermott Kalman filter my dude

[@gunner9037]

2:03 lmao i exist on the spectrum as well

[@mayday2639]

Hypergan's training looked like the kind of faces you'd see in a dream, really coll

[@theguywhodoes6790]

I love how you included grade A under A's Avatar in your training data.

[@sspkig6066]

were is this video at 13:30 from ? im feeling forced to rebuild it O_O

[@beybladerchris584]

SSpKig its a five intersecting tetahedron

[@dragonl0l]

well i have a tetrahedramonopentagonodaenossquareon

[@ivand2208]

How did he built it? SEND HELP

[@Naomtree]

IrNitro D just search 5 intersecting tetrahedra origami

[@rezamoradi7899]

Thank you guys so much, I have been looking for this for so long

[@Keetz]

13:25 Is that TimTom? Lol I know him

[@ryansapple3315]

I saw it too

[@czechslovakian]

AHEMMMM

[@THEboyLucasAnimation]

Me 2

[@farahleanne]

Keetz Who else would it be?

[@THEboyLucasAnimation]

Ricegum

[@TtEL]

12:38 has the only celebrity on there I know (fourth image from left to right) it is Todd Howard, CEO of Bethesda

[@R0CK3R]

This. Is amazing. Thank you for creating this. It's beautiful.

[@mcnole25]

Those white donuts are bagels

[@samhanmun]

"Wtf why are you standing I thought I broke your legs a minute ago" 😂

[@ascen9824]

Could you call this photosynthesis?

[@coldeggs671]

Socrates That pun kills me slowly

[@powderedwater4742]

no

[@philmikehunt7479]

@24 hour subway gang But it is synthesizing a photo

[@powderedwater4742]

@@philmikehunt7479 pho·to·syn·the·sis /ˌfōdōˈsinTHəsəs/Submit noun the process by which green plants and some other organisms use sunlight to synthesize foods from carbon dioxide and water. Photosynthesis in plants generally involves the green pigment chlorophyll and generates oxygen as a byproduct.

[@philmikehunt7479]

@24 hour subway gang The joke went over your head

[@brendethedev2858]

11:12 grade a under a showed up xD. I dont think you want cartoon characters for your training data.

[@Cabalex]

*COUGH COUGH* TimTom *COUGH COUGH*

[@brendethedev2858]

Cabalex tim tom?

[@shineethebestofall]

marshmallow guy in green shirt waving

[@shineethebestofall]

Sweg Master lel it's the guy at 13:25 we were talking about

[@malhotradaksh]

brende the dev it's the best characters you can make with mspaint

[@glowstonelovepad9294]

The highest donut score would be 6.8. The lowest one would be -4.5.

[@JustAToad]

0:42 it's some_nerd (The Pi Guy)! he competed in TWOW!

[@MunkyDraws]

It's TIM!

[@tuantran3629]

thought his name was Tom

[@mambodog5322]

TimTom!

[@matheworson9669]

Munky Draws lol poped out from nowhere

[@Potato-pq5ez]

Imagine doing this this using a quantum processor

[@ImGamingNow2010]

This this

[@official-obama]

But how could you make it do it?

[@Potato-pq5ez]

@@official-obama I've developed a lot of knowledge over the past 4 years, and I'm now prepared to answer this question, at least in a rudimentary way. The human brain functions through many patterns and a high amount of interconnectivity, to the point that each neuron has an average of 1000 connections. Many people researching quantum biology, as found in photosynthesis for plants, speculate that neural connections (not just in humans) are room temperature quantum systems. The efficiency of these systems is far beyond what would be reasonably capable of non-quantum systems. This now leads me to the line of thinking that "logical" computers (ones that use simple bits instead of qbits) are incapable of hosting competent human-level AI with any decent scale (you'd potentially need a supercomputer set up just to run a single AI). If you were to design a system similar to the human brain, with proper pattern recognition, spatial reasoning, visual memory, and an emotional framework, you could build a properly intelligent machine, one that understands art and values it as is. This would be a much better alternative than simply trying to make a neural network build itself (as is done with machine learning traditionally) up to a template for whatever *seems* correct.

[@Potato-pq5ez]

oh I thought this comment was on the music video nvm it would just be better to have a normal neural network but utilizing qbits instead of normal bit processing (quantum computers are more efficient for non-standard computations (i.e. stuff that isn't physics-based or intensely logical (we haven't developed a unified quantum-gravity theory and using quantum computers for a simple calculator isn't desirable))).

[@MCWillthegreat]

12:38 2nd image down on the right side. It's him..... He's everywhere.....

[@Chigger]

Who?

[@parkerbench1843]

Justin Young?

[@farenhite4329]

TODD

[@shanerooney7288]

A good reason to show your own (mediocre) results: ~ So that when us, your viewers, try this for ourselves we are not disheartened when our own results are less than perfect.

[@aaronniehaus2224]

The output for the training process is straight out of a horror movie Great content

[@scrapheap7360]

Poor TimTom

[@lostguy2333]

IJT's Scrap Pile poor gradeaundera

[@Krebzonide]

It was fun watching the training data for people I know. 12:35 there is hunter avalone.

[@genesisjade]

It sure was fun

[@friendlypyromancer1072]

WELCOME BACK MY OVER INTELLIGENT FREIND

[@Rolando_Cueva]

What is a freind?

[@dax3m]

Rolando Cueva A dyslexic friend

[@Omar-ir4gk]

SU Fan Hi ruby

[@friendlypyromancer1072]

HELLO HELLO *tips bandana* good day to you my sir

[@finlaycameron4553]

Wow. This taught me more about neural networks than videos actually trying to teach me about them.

[@eftorq]

Nice crankbrothers T-Shirt! And nice video, thank you fo making it understandable for unexperienced people

[@Smittel]

12:42 top right looks like a female, lesbian version of a mix between Cristiano Ronaldo and Robbie Rotten while the one below it looks like melania trunp got hit in the face with a brick

[@coded_ragon6284]

funny thing is, I've made this before but I never thought it was considered AI, or even suffisticated. Also, I was 14 and did not have any freinds.

[@greenanator528]

13:25 izz timtom

[@Gfr4OfficalYT]

I love how he is using BFDI Assets for some shaped or items, that’s cool

[@peterjuncker8488]

This is actually really impressive... Good job, this is well over my head.

[@The_Fabricator]

9:30 challenge accepted

[@The_Fabricator]

ok i give up

[@The_Fabricator]

i meant the programming

[@user-ob6gc3io6i]

Its been 4 days. How far have you gotten?

[@mrme08]

CARRY MAKE A COMPUTER BEAT NES GAMES

[@PenisGabber]

Search playfun

[@wapepe_]

CARY FINDS CURE FOR CANCER USING COMPUTER HE BUILT IN MINECRAFT ON AN NES GAME

[@quinnencrawford9707]

actually sethbling already did that

[@toadfrommariokart64]

Quinnen Crawford actually that was a snes game, and there are tons of ways to go about it, so I'd still like to watch cary try

[@mr.sandman5311]

11:27 why's there a random lizard in the training data, third one down from the top first row.

[@soloseven12]

You mean zucky?

[@bandutime.mp4]

5:20 the 4th square looks like that one trollface minecraft skin if you concentrate hard enough

[@maskofpoppies]

today I learned that ruby is indeed, not a donut.

[@barbarabeltran8274]

2:38 **Ruby intensifies**

[@crazyfox55]

Keep describing thinks as if we know nothing, its the greatest to hear the same concept in so many different forms from so many different videos. Not trying to sound sarcastic.

[@Leadvest]

Yeah great, that kind of thinking is why none of the chemistry textbooks I've read bother teaching the Octet rule. Brilliant, take the tools out of the hands of the students. That'll teach `em.

[@BomasCouldveAsked]

Wait a sec! Is that the long-lost yoyle city in the background at 1:52?

[@Saved66666]

Yes does make sense because he’s the guy who made BFD I

[@dramarclp]

Holy shit. That hypergan people creation process looked oddly satisfying... also... you made people who dont exist... like damn....

[@the_duck_goes_quack]

What was he making at 14:08, and how do you make the thing.

[@quinnencrawford9707]

multitetrahedron.

[@7382932]

Ever since i've found your videos I've stopped using pornhub.... Just like to let you know.

[@74oshua]

james senor ye, those are some sexy computers XD

[@ScofieTwo]

james senor I

[@daddyascii9040]

james senor i'm guessing you havent watched kurzgesagt then

[@dragonl0l]

james senor WHAT THE FUCK IS THIS SHIT HERE HAVE YOU BEEN MADTURBATING JAMES?

[@githon1541]

Maybe you should separate the celebrities based on their sex (male/female) to bet better results because males and females have different bone structure and thus have different beauty standards.

[@official-obama]

He made a face generator and it worked and there was a slider that changed gender AND makeup

[@Sam_Markley]

The friend on the bottom right didn't know what to do with themselves

[@AhmadM-on-Google]

Haha dude i love your work and your sense of humor. Good going !

[@nerfgunful]

TUTORIAL ON BAROQUE MUSIC A.I. PLEASSEEEE

[@KyleLi]

4:51 are you itching your butt...

[@Vaaavik]

Butt hold on

[@prod.prezident]

Kyle Li iq

[@olipolygon]

dsgfnh that's a terrible pun

[@calebintal806]

What does he start building at 13:04

[@Joe-wt4rv]

Caleb Intal its an tethahedron

[@suwinkhamchaiwong8382]

Caleb Intal a mathematically correct 3D star

[@hantondark8876]

Alguien entiende aca español ? por favor necesito ayuda !!

[@EpicBlooFox]

puedo ayudarte

[@breh9243]

Thanks for making this more visible to the public. It's so cool

[@sortsvane]

This is the greatest ml101 video ever.... Lucky I found out your Chanel.

[@SiveenO]

6:11 - damn that's edgy.