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fchollet's profile
François Chollet
François Chollet
François Chollet
Verified account
@fchollet

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François CholletVerified account

@fchollet

Deep learning @google. Creator of Keras. Author of 'Deep Learning with Python'. Opinions are my own.

United States
fchollet.com
Joined August 2009

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    François Chollet‏Verified account @fchollet 12 Jul 2017

    Self-driving cars will work without LIDAR -- eventually. But they will work *with* LIDAR several years earlier. Those years will be crucial

    11:10 AM - 12 Jul 2017
    • 33 Retweets
    • 146 Likes
    • Stephen D. Williams !!xft Daniel Elizalde Alan P David YannPicarddeMuller Tim Byekwaso Jr. Hector Herrera Five
    12 replies 33 retweets 146 likes
      1. Benedict Evans‏Verified account @benedictevans 12 Jul 2017
        Replying to @fchollet

        Ditto maps

        0 replies 1 retweet 5 likes
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      1. ¯\_(ツ)_/¯‏ @adropboxspace 12 Jul 2017
        Replying to @fchollet

        it will be real when a real car insurance company insures an ai car. Or an Ai car co's parent company sets up its own insurance co to do so

        0 replies 0 retweets 0 likes
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      1. Ewan‏ @whithersoeva 12 Jul 2017
        Replying to @fchollet @benedictevans

        Elon says automation possible end of 2017 with just cameras. https://youtu.be/hpDHwfXbpfg?t=873 …

        0 replies 0 retweets 0 likes
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      2. David Holz‏ @DavidSHolz 12 Jul 2017
        Replying to @fchollet

        LiDAR will get cheap and will have unique abilities. Multi-bounce can see around occlusion like corners or the car in front of you.

        3 replies 0 retweets 8 likes
      3. David Holz‏ @DavidSHolz 12 Jul 2017
        Replying to @DavidSHolz @fchollet

        LiDARs based off large photodiodes can also achieve many order of magnitude range/power performance for seeing far away at night.

        0 replies 0 retweets 1 like
      4. End of conversation
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      2. emenoh‏ @emenoh 12 Jul 2017
        Replying to @fchollet

        But not in the rain or fog or in any area not already mapped.

        1 reply 0 retweets 0 likes
      3. emenoh‏ @emenoh 12 Jul 2017
        Replying to @emenoh @fchollet

        Thing about light, if you can sense it in stereo you can make point clouds.https://erget.wordpress.com/2014/04/27/producing-3d-point-clouds-with-a-stereo-camera-in-opencv/ …

        0 replies 0 retweets 0 likes
      4. End of conversation
      1. Adam Tyree Finch‏ @atyreefinch 12 Jul 2017
        Replying to @fchollet

        What's your definition of "work?" Do you mean when it's nearly flawless? Or just safer than your average human driver?

        0 replies 0 retweets 0 likes
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      1. ǟռɖʀɛա and 3,486 others‏ @amillermsme 12 Jul 2017
        Replying to @fchollet

        Less price pressure (due to higher utilization) and expanded ML may make "all of the above" a popular permanent selection for sensor tech

        0 replies 0 retweets 1 like
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      1. Frank Starman‏ @fr47123 12 Jul 2017
        Replying to @fchollet

        What about the cameras on Teslas?

        0 replies 0 retweets 0 likes
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