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Amazon, NVIDIA and The CIA Want To Teach AI To Watch Us From Space (technologyreview.com) 60

An anonymous reader quotes a report from MIT Technology Review: Satellite operator DigitalGlobe is teaming up with Amazon, the venture arm of the CIA, and NVIDIA to make computers watch the Earth from above and automatically map our roads, buildings, and piles of trash. MIT Technology Review reports: "In a joint project, DigitalGlobe today released satellite imagery depicting the whole of Rio de Janeiro to a resolution of 50 centimeters. The outlines of 200,000 buildings inside the city's roughly 1,900 square kilometers have been manually marked on the photos. The SpaceNet data set, as it is called, is intended to spark efforts to train machine-learning algorithms to interpret high-resolution satellite photos by themselves. DigitalGlobe says the SpaceNet data set should eventually include high-resolution images of half a million square kilometers of Earth, and that it will add annotations beyond just buildings. DigitalGlobe's data is much more detailed than publicly available satellite data such as NASA's, which typically has a resolution of tens of meters. Amazon will make the SpaceNet data available via its cloud computing service. Nvidia will provide tools to help machine-learning researchers train and test algorithms on the data, and CosmiQ Works, a division of the CIA's venture arm In-Q-Tel focused on space, is also supporting the project." "We need to develop new algorithms for this data," says senior vice president at DigitalGlobe, Tony Frazier. He goes on to say that health and aid programs are to benefit from software that is able to map roads, bridges and various other infrastructure. The CEO of Descartes Labs, Mark Johnson, a "startup that predicts crop yields from public satellite images," says the data that is collected "should be welcome to startups and researchers," according to MIT Technology Review. "Potential applications could include estimated economic output from activity in urban areas, or guiding city governments on how to improve services such as trash collections, he says."
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Amazon, NVIDIA and The CIA Want To Teach AI To Watch Us From Space

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  • by Anonymous Coward on Friday August 26, 2016 @08:03AM (#52774213)

    We can call it, hmmm. Sky... something. Or maybe something... net.

    • by Anonymous Coward

      Please add the "whatcouldpossiblygowrong" tag to this.

    • Watching us from orbit is the first step needed for the AIs to eventually nuke us from orbit -- you know... only way to be sure.

  • skynet, toe MAY toes, toe MAH toes, let's call the whole thing off
  • by Anonymous Coward

    "health and aid programs are to benefit from software that is able to map roads, bridges and various other infrastructure"
    yeah, I bought that - CIA is well known for their altruistic nature and humanitarian deeds.

  • by hyades1 ( 1149581 ) <hyades1@hotmail.com> on Friday August 26, 2016 @08:43AM (#52774397)

    Skynet jokes starting in three, two, one...

  • Have these idiots never watched the movie "Colossus: The Forbin Project" ? Do they have any idea how dangerous they are going to make things.... The reality is that we are headed towards true AI, but, from the nanosecond that it actually becomes self-aware, we won't understand it, and it will be 10000 times smarter than us.

  • by perpenso ( 1613749 ) on Friday August 26, 2016 @08:48AM (#52774415)
    These are decades old computer vision projects. Look through the computer vision literature going as far back as the 1980s. There are two categories that represent a large percentage of the published papers. (1) Detecting man made objects (roads, buildings, ships, vehicles, etc) from aerial and satellite imagery. (2) Detecting anomalous objects (things that don't belong there) in medical imagery.

    Computers watching the earth is very old news. What is changing is that the objects being detected and described in near real-time are getting more and more complex.
    • by Beezlebub33 ( 1220368 ) on Friday August 26, 2016 @10:10AM (#52774805)

      The big change here is that they are releasing marked-up data sets. That makes all the difference. A good chunk of the progress in computer vision (along with better algorithms and processing power / gpus) has been the availability of good data sets, such as ImageNet.

      Machine learning algorithms, and deep learning algorithms in particular, require a lot of labeled training data. That has been largely missing from satellite imagery, for two reasons. First, nobody wanted to give up the data itself. Second, nobody wanted to go through the pain of marking up the data (by hand). This means that people that went through the bother of getting the data and labeling it (meaning large defense contractors primarily) have had a lock on wide area search, finding ships at sea, etc.

      Since I don't see it, here is the link to the data on AWS: https://aws.amazon.com/public-... [amazon.com]

  • It's inevitable that Artificial Intelligence is going to take more and more control over our lives.

    Don't want racist cops shooting black people: Introducing the Copbot 3000- guaranteed to treat all races equally. The Copbot 3000, won't be distracted by cleavage and give women warnings for speeding and men tickets. The Copbot 3000 won't pat white people on the back whilst massacring our African youth. The Copbot 3000 won't hide in the doughnut shop whilst the bank gets robbed.

    Ask your senator to replace

    • Can we at least put an AI in for POTUS 2017? It'd probably be better than the two party candidates, and would hopefully reduce the amount of mud slinging and finger pointing.
      • by JustNiz ( 692889 )

        Better not let it drive its own car though.

    • 300-Pound Security Robot Runs Over Toddler At California Shopping Center
      http://www.huffingtonpost.com/... [huffingtonpost.com]
    • by haedus ( 3892441 )
      I have/had this 'fringe/out there' theory that 9/11 had something to do with AI...

      I saw some bit of info some where that certain sectors in the military were actively participating in what they thought was a training exercise, but it turned out the actual event was happening and they had no idea...

      statements like that just make you think... One minute your talking to some 'AI' designed to mimic human conversation, and then next second, you lose the ability to predict output and it's suddenly 'real'..
  • ... is spending an inordinate amount of processing resources attempting to locate Sarah Connor.

  • Just crowdsource the problem. That's all what openstreetmap people want: high resolution satellite photos.

    • More like up to date photos. I have added a bunch of new roads in my town using GPS traces, but having a non greenfield image of the area would help to better align thing as GPS isn't exactly perfect. I really need to reassemble my RTK setup and use my own base station as well as the nearby CORS station [noaa.gov] for error correction during post processing.
  • ..and 'salute' the CIA/NSA/FBI/HLS/whatever other government assholes are spying on us FROM GODS-BE-DAMNED ORBIT.
    • by AHuxley ( 892839 )
      Secret Cameras Record Baltimore's Every Move From Above (August 23, 2016)
      https://www.bloomberg.com/feat... [bloomberg.com]
      Why have people see the aircraft, talk about the tail numbers, ask questions. Go up a bit more and nobody will notice the 24/7 domestic tracking.
  • You all joke about Skynet, but I for one welcome our robot overloads. It's the period between now and then that really worries -- when the robots are pretty smart, but still under complete control of elitists and despots.

Keep up the good work! But please don't ask me to help.

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