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Google Research Blog

This software can help describe what's happening in an image

Researchers from Google and Stanford University has developed software which can describe the scene shown in an image.

WHENEVER YOU SEARCH for an image, you’re normally relying on the descriptions for an image, but new developments in image-recognition software might make it easier to find the type of images you’re looking for.

A collaboration between two teams of researchers from Google and Stanford University is creating software that will help describe the scene happening in an image, instead of just individual objects.

The software teaches itself to recognise and identify entire scenes and describe it in terms that anyone could understand.

How the software accomplishes this is by using two neutral networks. The first one deals with image recognition while the second deals with natural language processing. By using computer learning, which sees it being fed a number of captioned images and learning how the sentences provided relate to what the images show.

The developments could make it easier to group and search for the billions of images and hours of videos that are available online. Currently, Google and other sites rely on written descriptions accompanying an image to figure out what it contains, but this method is able to recognise and describe them without human assistance.

That said, it’s not perfect by any stretch of the imagination. While it’s capable of being accurate, the examples provided below show that there’s still a lot of work to be done before it’s ready for the world, either making minor mistakes or getting it wrong entirely.

Screen+Shot+2014-11-17+at+2.11.11+PM Google Research Blog Google Research Blog

According to the New York Times, the two research teams said they expect to see significant increases in accuracy as they improve their software and train these programs with larger sets of annotated images.

Still, the speed in which image recognition is improving is picking up and perhaps in the near future, we will be able to upload an image or video and it will recognise what’s happening.

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    Mute BlueSkyThinking
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    Nov 18th 2014, 4:25 PM

    Test it on porn, the answers should be entertaining:
    … plumber with cheesy moustache attempts to fix washing machine
    …frustrated housewife now plays “hide the salami” with plumber…
    … plumber and housewife get stuck playing play leap frog…ctrl..alt..delete…

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    Mute graham galvin
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    Nov 18th 2014, 4:08 PM

    Wow kind of creepy. Wonder will it be able to caption “this idiot is taking a selfie” lol.

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    Mute Inntalitarian
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    Nov 18th 2014, 4:12 PM

    Woulda been handy in the leaving cert German oral.

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    Mute Joan O'Connell
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    Nov 18th 2014, 4:06 PM

    The end is nigh.

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    Mute Paul Roche
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    Nov 18th 2014, 8:23 PM

    No.
    Enda’s Nidge.

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    Mute Andy Patton
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    Nov 18th 2014, 4:38 PM

    Wow – that’ll come in handy for when I don’t have eyes.

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    Mute Dara Carolan
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    Nov 18th 2014, 4:10 PM

    A red motorcycle. ..must go to specs savers

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    Mute Inntalitarian
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    Nov 18th 2014, 4:13 PM

    Also a funny looking skateboard.

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    Mute Brad William King
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    Nov 18th 2014, 10:01 PM

    Pretty sure the dog in the top right isn’t jumping and isn’t catching a frisbee

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