Google’s New AI: This is Where Selfies Go Hyper! 🤳

  • Published on Dec 22, 2021
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Comments • 320

  • A certain red panda
    A certain red panda 5 months ago +470

    The possibilities of AI keep blowing my mind with things I couldn't even concieve were possible with computers. What a time to be alive!

    • Muslims remember Apostacy Day 22nd of August
      Muslims remember Apostacy Day 22nd of August 4 months ago

      Some commenters here do not understand what appeal to authority and appeal to popularity logical fallacies are.

    • Muslims remember Apostacy Day 22nd of August
      Muslims remember Apostacy Day 22nd of August 4 months ago

      @Bob Smithy Free will does not exist in science, simply because free will cannot be put on an algorithm and cannot be calculated. And that is exactly what differentiates us from AI. We do have free will, machines will never ever get free will. It is not possible. Machines will always be nothing else but advances calculators. If you think that humans are nothing but calculators, then think about what you did with that old Texas X-66 calculator from 76 when you got a newer one. Or what you do to your old phgone when you get a new one. Taking machines apart is not immoral. Taking humans apart *_absolutely is._*

    • Bob Smithy
      Bob Smithy 4 months ago

      ​@Muslims remember Apostacy Day 22nd of August Not believing in souls does not imply that they don't believe free will. Additionally it seems like you believe that the only way to have free will is to have a "soul" which is debatable.
      Either way, whether we have free will or not or whether, you will still feel the exertion of effort to do things, you still feel happiness and sadness, frustration and anger, the experience of all these things are real. Regardless of whether souls exist or not, I do know my experience of things are real, even if we're all just in a simulation.
      Personally speaking I'd say we do have free will as I can choose whether I can do something like lift up my bag, but perhaps it's just an illusion. Anyhow, I think it really depends on a lot of things like: what you consider free will to be, what you define the act of choosing to be, your opinions on the conscious and sub-conscious mind, etc...

  • Kent Hambrock
    Kent Hambrock 5 months ago +160

    I suggest all ML papers have nerfies of it's authors making silly faces on it from now on. This should just be standard practice.

  • Prince Westerburg
    Prince Westerburg 5 months ago +206

    The mind boggles at what this technique could achieve with existing footage and old movies. When I was a child I knew that one day you would be able to walk into films and interact with the people in them. Technology like this, upscaling, 60fps conversion, 3D and AI based character animation used collectively could make that a reality!

    • Graphomite
      Graphomite 4 months ago

      @Anton Liakhovitch You're very point supports Nestor's worry. If human error is already an issue with reciting history, imagine how that problem would compound if AI-estimation errors were also a factor.

    • Tapis T
      Tapis T 4 months ago

      @Prince Westerburg Gotta tell that to Japan first. With their advanced experiences and techniques in filmmaking, soon they'll find a way to let the world forget the Pearl Harbor, and other nasty stuff the Imperial Japan had once done.

    • john bissonette
      john bissonette 4 months ago

      I imagine upscaling to VR would be possible if you can offset images and such with this ai.. 🤔

    • Jaface
      Jaface 5 months ago +2

      If this technique could stabilize all the overly shaky fight scenes in modern movies that would be enough for me.

  • raphirau
    raphirau 5 months ago +123

    The possibility to interactively change the higher hyper space coords of the scene is really mind-blowing! Wondering how fine the resolution is for the different states, or how much data can get analysed and placed into these hyper space dimensions.

    • OrangeC7
      OrangeC7 5 months ago +5

      @denden Even if two more papers down the line it still can't run in real-time, you could still theoretically take a nerfie with your phone and then wait a few seconds for your phone to do some processing. Then it can generate a map of 3D pictures for you like in the demo. These NERF papers always have so much awesome potential!

    • Enrique Raphaël Page Pérez
      Enrique Raphaël Page Pérez 5 months ago

      @denden could be! not gonna lie haven't checked yet - but regardless, the fact is, that the "parameter" exists in the network so ultimately it COULD be 'easily' implemented if it wasn't :)

    • Microsoft Bob
      Microsoft Bob 5 months ago

      @denden I think that's more a result of having to put it on the web. I suspect the underlying space is continuous - but you don't want the browser trying to run the model for every frame! So they pre-render a few points in the space and interpolate in real time.

    • denden
      denden 5 months ago +5

      It’s actually a cool trick by the authors to make it looks like you’re “interactively” changing the hyper coordinates and view the result in real-time. Open the developer tool of your browser on the project page, and move your mouse to the rendered results to the right of the coordinate selector and you’ll see it’s actually a bunch of pre-rendered images. Still pretty cool tho!

  • IceMetalPunk
    IceMetalPunk 5 months ago +65

    Directors today: "Stop shaking the camera, I want a smooth path exactly like this!"
    Directors tomorrow: "SHAKE THE CAMERA MORE! I need more data for when I direct the cinematography in post later!"

  • Pɪɴɢᴜɪɴ Aɴɪᴍᴀᴛɪᴏɴs

    With the depth information, maybe you can see selfies, videos, etc in virtual reality, right?
    that will be cool.

    • María Jesús
      María Jesús 5 months ago

      exactly what i was thinking

    • thoeby
      thoeby 5 months ago +1

      @Anton Liakhovitch I mean there is no need for a mesh and textures as long as you don't want them. But I do you save or manipulate your models? I do want to have things in a format which is not propriatary and still usable in a couple of years. Just because of that I think texture+mesh is desirable - apart from obvious rendering benefits...but I get your point. For a movie or some sort of snapchat-app this is perfect and you dont need the 3D reconstruction. And you save yourself a ton of compute work

    • Anton Liakhovitch
      Anton Liakhovitch 5 months ago +2

      @thoeby With this technique, there is no need for a mesh and textures. Just get it to run fast enough and output two viewports at once. VR goggles are just screens, after all - they don't care if you render with polygons or with some crazy NERF technique from the future

    • csgo pro
      csgo pro 5 months ago

      @Sanane Farketmez 🤓

    • Sanane Farketmez
      Sanane Farketmez 5 months ago

      Yeah there is actually a thing like that and its called AR augmented reality. But you need lots of computational power to compute all the point cloud data.

  • Florian OJEDA DIOP
    Florian OJEDA DIOP 5 months ago +53

    the accuracy of the depth pass is mindblowing specially with when dealing with glass/transparent materials and holes! this is awesome! I wonder if it is able to extract as accurate depths on stills or videos with less paralax?

    • III lll
      III lll 5 months ago

      I may sound like an ignorant moron, but I don't think this is that interesting unless everything in the video used single-camera perspective

    • Amir
      Amir 5 months ago +1

      Is it using stereo depth cameras though? Or is it a single camera in this video?

    • Danilo G
      Danilo G 5 months ago +2

      I hope these are baby steps towards fixing the projection and parallax errors found in vr180 stereo captures and playback in a few years.

  • Hypotemused
    Hypotemused 5 months ago +33

    “Hold on to your papers + What a time to be alive” are my 2 favorite sentences of 2021

  • TARS
    TARS 5 months ago +16

    I can not wait for a future version of this method to be used to generate a smoother transition between google street view images.

    • Izzy
      Izzy 5 months ago +2

      Yeah this is a nice idea. It wasn’t really obvious to me as to where this would be currently useful but I might just have poor imagination.

    • CJ Kornie
      CJ Kornie 5 months ago +2

      Oh wow that's actually a really smart implementation of these. If this could run real-time on a browser then with a bit more data or an algorithm better at more intensive interpolation then this would be amazing.

  • TheAnimeist
    TheAnimeist 5 months ago +10

    Would be interesting to note how fast the processing times are for each technique. When making things appear real time on a youtube video, it should be noted if the data was rendered ahead of time. Thank you.

  • YTDekus
    YTDekus 5 months ago +44

    All of these were taken in some closed space with walls somewhat near. But how about if you're in nature, on top of a mountain. Would it recognize the massive distances? Also, could this be used in astronomy? I think it could be very useful for astronomers and space research! :)

    • alexx128
      alexx128 4 months ago

      @lystfiskerlars That's pretty cool!

    • alexx128
      alexx128 4 months ago

      @lystfiskerlars Sadly I don't think this type of stuff can run in realtime yet

    • Dougal Tolan
      Dougal Tolan 4 months ago +2

      @YTDekus No use at all in astronomy, stars barely move and compared to a live scene represent very very few points. The grunt work brute force maths has been done with effective apature equivalent to the diameter of the earths orbit round the sun. There simply isn't any more data or processing available to be done by any system that would improve our existing knowledge.
      News just in: James Webb Space Telescope will effectively have larger apature and better optics. Since we are now idle couch potatoes it's likely machines will be used to refine our data. Unlikely to be AI though since brute force maths is easy in this case.

    • lystfiskerlars
      lystfiskerlars 5 months ago

      Or completely replace LIDAR for self driving cars... oh wait... :)

  • Kram1032
    Kram1032 5 months ago

    I really love how fast NeRFs are growing as a research direction. Kinda wish more of them would be trained on Raw images, but I guess the only thing that's really standing in the way of that is the relative lack of training data as most images are gonna be jpegs

  • NostraDavid
    NostraDavid 5 months ago +4

    0:31 NeRF looks like some Matrix rotational effect! Very cool looking, even if it isn't realistic.

  • SmokedHam
    SmokedHam 5 months ago +2

    Seems like a great way of digital video stabilization, without having any warping caused by the parallax effect

  • R C
    R C 5 months ago +3

    I just can't wait for AI photogrammetry! It will take 3d scanning to a higher, much more affordable level!

  • ItsaDigitalHamster!!
    ItsaDigitalHamster!! 5 months ago

    What would be even more amazing is to be able to choose a moment from the video, rather than a point in hyperspace, to parameterise the nerfie, ie to get a 3d reconstruction for every moment of the video!

  • Matthew Shaw
    Matthew Shaw 5 months ago +2

    thats amazing! it would be cool to send someone a video that they could move around a bit spatially, captured just like a normal video

  • Sidney Batchelder
    Sidney Batchelder 5 months ago +4

    What would be a good way to bring nerfies or HyperNerfs into the physical world? Something like a digital picture frame with an IMU/orientation sensor? Or with a touch interface to move the point of view?

    • willguggn2
      willguggn2 5 months ago

      Light field displays?

    • Kyle Bowles
      Kyle Bowles 5 months ago

      One of those looking glass displays :O

  • Amir
    Amir 5 months ago

    Does this technology need stereo depth cameras to work? Could it also be implemented with lidar cameras like the L515 from Intel ?

  • Nomad
    Nomad 5 months ago +1

    "A powerful deadline experience" is priceless, very relatable!

  • MrVipitis
    MrVipitis Month ago

    instead of doing volumetric frames in time, they do just two spatial dimensions as well as a 4th channel, a depth channel.
    As the whole architecture is RGB in, RGBD out.
    You can use the time dimension as a high dimensional latent space, which you simply animate through a loop.
    Great to see such estimations getting better.

  • basyki
    basyki 5 months ago

    Dr. Károly, imádom a videóid! Életem egyik legjobb døntése volt rákattintani egy random YT által ajánlott videódra, azóta mindig feldobja a napom ha látom hogy van új. Szerintem nemes dolog az hogy megosztod ezeket a zseniális tanulmányokat. Továbbra is køvetem majd ezt a sorozatot, és remélem jól telnek számodra az ünnepek! ^^
    (Ui: ha zavart az hogy tegezlek akkor elnézést)

  • Sam Dutter
    Sam Dutter 4 months ago

    I would love to view one of these Nerfies in VR

  • Ʌᴛᴍᴏꜱ ɢʟɪᴛᴄʜ

    It'd be super cool for this to go mainstream!

    • dv
      dv 5 months ago +1

      they will, just in time for metaverse. this will be the selfie evolution in next gen meta users and will become staple of every meta device

  • Dodgy Dodgson
    Dodgy Dodgson 5 months ago +1

    Not something I'd ever use for Selfies but I can see this having applications elsewhere.

  • Colarocker
    Colarocker 5 months ago

    just brutal! it just keeps triggering new thoughts like "everything's gonna be possible"

  • ParallaxDawn
    ParallaxDawn 5 months ago

    This could have tons of amazing applications in photoscans, What a time to be alive!

  • YourFriendlyNeighborhoodNerd

    I have a bad feeling that these kinds of wonderful neural networks will at some point end up being Snapchat filters or some similar crap

    • Morphexe
      Morphexe 5 months ago

      They already are, what do you think is funding this research papers ? :)

  • jon culp
    jon culp 5 months ago +2

    I remember seeing this kind of stuff in Star Trek tng and thinking “this could never be real”

    • Kris Johnstone
      Kris Johnstone 5 months ago

      I always remember that scene from Enemy of the State where they rotate around Will Smith and show he has an extra deformation in his bag where the Gameboy was.
      I always remember people saying "that's impossible, it's just making things up, that'll never happen!" lol
      Technology sure showed them. Equally the minor differences in reflected light is enough to help recreate imagery out of sight to a decent degree, even with a static 2D camera sensor and not a lightfield sensor setup. (but the latter sure improves things considerably!)
      I kind of want to watch that again now that I remember it.

    AMOS NIMOS 5 months ago +4

    could you try keeping the new method on the same side for the whole video when doing comparison, it can be confusing if we do not read the label all the time.

  • Keksmania
    Keksmania 4 months ago

    But when can we use this in a product? This seems so good for VR.

  • Rami Slicer
    Rami Slicer 5 months ago +3

    This is so amazing... I can't wait to see how many papers I drop next time!

  • missen lee
    missen lee 5 months ago

    Hope to see the next generation of iPhone to use this technology on the camera, and people can change the picture's angle after the short.

  • Vlican
    Vlican 5 months ago

    wow this is incredible!! can't wait for it to show up on my smartphone

  • B Targ
    B Targ 5 months ago

    Can this be used for putting a 3d scan of an area into modelling program or game engine?

  • Tiefsee
    Tiefsee 5 months ago +1

    Can this be used to 3D scan stuff?
    As a VRChat user - anybody who works on the next paper down the line, we need more 3D scan options just with a video!

  • Dan Frederiksen
    Dan Frederiksen 5 months ago

    A powerful paper deadline experience :)

  • Wango
    Wango 5 months ago

    This man just keeps uploading bangers after bangers
    Incredible work

  • madcatlady
    madcatlady 5 months ago

    would be great for looking around old movies and changing the expressions on the film stars, imagine Bela Lugosi fang shots

  • Areal Goodtime
    Areal Goodtime 5 months ago

    haha the authors part! Really sells how fluid this system can be

  • Cody
    Cody 5 months ago +9

    In theory you could use this to create VR 3D photos from movie stills or live performances from the past.

  • blengi
    blengi 5 months ago +1

    Can you crop a Hyper Nerf to preserve relevant/interesting bits easily rather than show the whole frame and perhaps save on memory footprint? Can you zoom in to any extent rather than just wobble about? Could you screen capture a portion of a FPS game or movie and turn it into a HNerf or is certain picture data behaviour expected ?

  • Kevin Luo
    Kevin Luo 5 months ago

    This is mindblowing, but inventor never know what their creations will be used for.

  • Bobz Blue
    Bobz Blue 5 months ago

    do you think this could be used for making 2D video 3D?

  • Spencer Swift
    Spencer Swift 5 months ago

    I like seeing this specific application develop

    FRANKLIN Z 5 months ago

    Now we can simply extract models from games! Content creators will be so happy.

  • The Algorithm
    The Algorithm 5 months ago

    I see so the new way to make movies is to create a hyperspace that allows us to render the actions and camera movements out of.

  • Subscribe For Content ...

    Love the consistent uploads nearly everyday!

  • mdoerkse
    mdoerkse 5 months ago +1

    Now we just need a common format to share these things on the web like GIFs

  • Nicolas Silva A.
    Nicolas Silva A. 5 months ago

    ok this was trippy as hell, it can record the space but at the same time the video itself and merge both

  • 3DCGdesign
    3DCGdesign 5 months ago

    8 brilliant people making something I never knew I didn't need. What a time to be alive.

  • Nemo X
    Nemo X 5 months ago

    Now use those depth maps to actually create wireframe renditions, and you have essentially reinvented a 3D scanner.

  • Bitcoin Out Loud
    Bitcoin Out Loud 5 months ago +14

    What a time to be alive!

  • MarkOates
    MarkOates 5 months ago

    omg I love the "researcher storyline" add-ins 🤣

  • Shayhan
    Shayhan 4 months ago

    This is great for cheap DIY Matrix style levitated camera 360 rotations probably without having to have an expensive circle of cameras and such

  • Culmacatrane
    Culmacatrane 5 months ago

    Again, this will be brilliant in VR

  • JakeOhWait
    JakeOhWait 5 months ago

    Real-time virtual 3D soijacks. What a time to be alive 😲🤳

  • L R
    L R 4 months ago

    I don’t know why this stuff never makes it to mobile apps. Let the general public have fun too!

  • Eddie Burke
    Eddie Burke 4 months ago

    Clearly this is in a marketable state, idk why this hasn't been implemented in anything because this is the future of capturing and storing "memories". First was drawings, then writings then pictures, then video. Only a matter of time until we can literally store the space-time of a memory of a device in 3D.

  • Фор
    Фор 5 months ago +1

    Am I the only one that immidatly grabs any paper nearby when he says "hold on to your papers"?

  • CC'Stuf
    CC'Stuf 5 months ago

    Basically we can make 3d pictures from video now! Incredible!

  • neatwheat
    neatwheat 4 months ago

    I hear our future AI overloards chuckle over our progress in AI development already ;-)

  • Jaroslav Malec
    Jaroslav Malec 5 months ago

    Only if Google's engineers actually worked on things that matter like electricity storage!

    014_PIYUSH KUMAR 5 months ago

    Video editing is now fun and easy with these AI researchs.

  • Reyna Singh
    Reyna Singh 5 months ago +6

    This is incredible

  • 𝙚𝙪𝙣𝙞𝙘𝙚𝙘𝙤𝙧𝙥.𝙘𝙤𝙢

    wow fellow scholars, i'm so excited! this will be a benefit to mankind

  • Scott Cook
    Scott Cook 5 months ago

    Does it need your SS# to work or does it just capture every physical feature that makes up your identity?

  • WasIstDerUnterschied
    WasIstDerUnterschied 5 months ago

    Can this be used to "undo" the motion of the camera? aka. stabilize the video? Would be a little more useful than selfies ;)

    • MrrVlad
      MrrVlad 5 months ago

      yes, or create a new motion of the camera within recorded volume, and/or create a new sequence of animation (using recorded sequence expressions in different order).

  • nein
    nein 5 months ago

    ok the tech is awesome, the usecase questionable though - even more selfies really isnt what the world needs ^^
    (yes i know its only one application)

    • willguggn2
      willguggn2 5 months ago

      Oh you dummy. Didn't you see the food pictures? ;)

  • Cristian Diaz Basualto
    Cristian Diaz Basualto 4 months ago

    too bad that none of all of these amazing applications i´ve seen on this page are available for people.

  • JareMicah Schmidt
    JareMicah Schmidt 5 months ago

    That is the most beautiful depthmap of a breaking cookie I have ever seen.

  • Johnny Schmegma
    Johnny Schmegma 4 months ago

    this will be huge for VR videos (of a certain kind ;) )

  • 𝙚𝙪𝙣𝙞𝙘𝙚𝙘𝙤𝙧𝙥.𝙘𝙤𝙢

    Two minute papers: incredible!
    Dear Fellow scholars: incredible!
    Me: Your sleepwalking and programming your digital open-air prison

  • Theodore Alenas
    Theodore Alenas 5 months ago

    For better or worse, this paper has to do with entertainment, so I have a feeling it will get tons of attention. People will get to know about this more than most papers. It's a bit disappointing but ey it works

  • Hippo_o _matic
    Hippo_o _matic 5 months ago

    holy shit, this is the craziest thing I've seen here in a while, can't wait for Google to put it on the pixel 12

  • Gierlang Bhakti Putra
    Gierlang Bhakti Putra 5 months ago

    So... Are we going to see people waving their phones in the future? Jokes aside, this method can be used to record artifacts three dimensionally quickly. What a time to be alive!

  • Rfreaky
    Rfreaky 5 months ago

    Couldn't this be used to convert 2d video into 3d video?

  • Tipperty
    Tipperty 4 months ago

    I finally found out how Rick Deckard managed to discover that evidence from the picture in Blade runner. Nerfies

  • bbllsht77
    bbllsht77 5 months ago +3

    GIve them 3d scan of your face, body and your house, it's good for your privacy when they connect it with other technology that can see trough walls and track movement using wifi and other waves. And get 5g phone so they will have better resolution with millimeter waves. So they can have like 3d tour of your house.

  • Kyle Gerald Bagtas
    Kyle Gerald Bagtas 5 months ago

    This is really incredible

  • Draxis32
    Draxis32 4 months ago

    I am not sure if the "What a time to be alive!" will hold up to the nefarious human nature... but I guess we'll see.

  • Kyle Bowles
    Kyle Bowles 5 months ago

    Man, besides a nice video hyperNeRF idk where we will be 2 more papers down the line from here!

  • dankdreamz
    dankdreamz 4 months ago

    Inspirational as usual!

  • eSKAone
    eSKAone 5 months ago

    Technology man!💟

  • LKDesign
    LKDesign 5 months ago

    I wonder if this technology will arrive on the market as a brand exclusive deal. Only for iPhones and stuff because _Apple_ bought the rights, the company, the people.

  • Liang Luo
    Liang Luo 5 months ago

    NeRF is really nice. But it's still slow. Let's see if someone can make it faster.

  • Sensai Vers
    Sensai Vers 5 months ago

    This paper will be even more important in the future.

  • PygmalionFaciebat
    PygmalionFaciebat 5 months ago

    This literally means : that we can turn old movies into 3d-VR-reality-movies. And not just that. We can use our own family-videos, and turn it into 3d-VR-Reality-movies. Its like timetraveling back into our childhood, or other precious moments in our life, or the life of others.

  • Sphinx Tan
    Sphinx Tan 5 months ago

    if this can be done in nearly real-time, we can very easily create a fake holograph

  • pandemonium
    pandemonium 5 months ago

    Humans have been around for thousands of years, Ai only a few years. They will do great things soon, already are.

  • CalculatinGenius
    CalculatinGenius 3 months ago

    wow, its like iphone's live photos, but revived... amazing!!

  • Hallu
    Hallu 5 months ago

    let me have this on my phone now haha. awesome paper

  • VHenrik
    VHenrik 5 months ago +2


  • Sil3nC4
    Sil3nC4 5 months ago

    That is some real Bladerunner CSI $#!+. Everyone laughed about how impossible it is to just yell ENHANCE and zoom into the picture and around corners. Turns out, we can, within reason

  • Joel Klausen
    Joel Klausen 5 months ago

    So we could render the doom style sprite characters by interpolating four nerfies, yea? Compared to the original sprites for 8 directions.

  • Jeanette Bjerrum
    Jeanette Bjerrum 5 months ago +1

    this channel always surprises me

  • Kris Johnstone
    Kris Johnstone 5 months ago +1

    I can't tell if it has it or not - but the ability to be able to modify the animation space of multiple entities at once would be amazing.
    More so, being able to animate them separately would be even more amazing. Animate being a keyword as well, being able to retain the persons animated face in realtime (when it was recorded), or play it backwards, or jump around the timeline (something that looks natural instead of going instantly from closed to open, or poured to unpoured).
    You could have a lot of fun with reality, or just correct a "wedding photo". Detecting body locations and being able to lock them in place at a specific time while leaving the rest untouched would be amazing. Creepier still, you could animate them all smiling at the same time, even if they never did. The latter might require a lot more work though.

    • Richard Duncan
      Richard Duncan 5 months ago +1

      I can imagine this just taking a lot more work and computing power, give it about 6 months

  • TheFlore
    TheFlore 5 months ago

    i can't imagine what it will be in ten ou twenty years....

  • gekfurian
    gekfurian 5 months ago

    00:43 Thank god that guy wore his facemask otherwise his phone could get a cold. What a good person.

  • B20C0
    B20C0 4 months ago

    Goddamn, that's literally the kind of photograph they show on the resumes of the Rocinante crew in the Expanse season 5. What the hell.