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Google's Latest Machine Vision Breakthrough

mikejuk writes "Google Research recently released details of a Machine Vision technique which might bring high power visual recognition to simple desktops and even mobile computers. It claims to be able to recognize 100,000 different types of object within a photo in a few minutes — and there isn't a deep neural network mentioned. It is another example of the direct 'engineering' approach to implementing AI catching up with the biologically inspired techniques. This particular advance is based on converting the usual mask-based filters to a simpler ordinal computation and using hashing to avoid having to do the computation most of the time. The result of the change to the basic algorithm is a speed-up of around 20,000 times, which is astounding. The method was tested on 100,000 object detectors using over a million filters on multiple resolution scalings of the target image, which were all computed in less than 20 seconds using nothing but a single, multi-core machine with 20GB of RAM."

5 of 113 comments (clear)

  1. Porn Collection by sycodon · · Score: 5, Funny

    Can it sort and identify duplicates automagically in my porn collection?

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    When Fascism comes to America, it will call itself Anti-Fascism, and tell you to give up your guns.
    1. Re:Porn Collection by Impy+the+Impiuos+Imp · · Score: 5, Funny

      Can it sort and identify duplicates automagically in my porn collection?

      Sure! It sorted your stuff into these categories:

      400-lb. naked guys kissing
      Stuff reported to the NSA
      Someone's drawing of a dragon humping a car
      Taylor Swift

      Over 750,000 pictures in all!

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      (-1: Post disagrees with my already-settled worldview) is not a valid mod option.
  2. 20GB?? That's it??? by rosshalz · · Score: 5, Funny

    -"... using nothing but a single, multi-core machine with 20GB of RAM" Phew.. here i was thinking it'd need some unrealisticalll high specs from my PC!!

  3. Re:Coming to mobile? by 91degrees · · Score: 4, Funny

    Phase 7 is profits. You obviously assumed phase 6 was "???".

  4. Re:Captcha's be gone? by Anonymous Coward · · Score: 5, Funny

    So Captcha's will become even easier to crack? Great, the sooner we can get rid of them, the better. As it is they are getting impossible to read by humans, thanks to idiots who don't know how to design them.

    But there's no need to get rid of them if we'll all have a handy browser plugin that can decode them for us at the press of a button!