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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 3 Mar 2020

    A Keras/TF.js challenge: make a model that processes a webcam feed and detects when someone touches their face (triggering a loud beep)

    8:50 AM - 3 Mar 2020
    • 40 Retweets
    • 395 Likes
    • Prashanth Rajasekaran milkisbad பராகன் Sadia Afrin Purba Jackson Waschura delicious Monitaur MiDiS Bartłomiej Cupiał
    16 replies 40 retweets 395 likes
      1. Cody Blakeney‏ @code_star 3 Mar 2020
        Replying to @fchollet

        That would drive me nuts in about 10 minutes

        0 replies 0 retweets 1 like
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      1. Shashank‏ @shacrw_ 3 Mar 2020
        Replying to @fchollet

        TouchMeNot Cam

        0 replies 0 retweets 1 like
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      1. Jon-Cody Sokoll‏ @Jon_Cody_ 3 Mar 2020
        Replying to @fchollet

        @fchollet Any thoughts on collecting the training data? Or are you thinking of using something like PoseNet?

        0 replies 0 retweets 1 like
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      1. José Geraldo‏ @zgcarvalho 3 Mar 2020
        Replying to @fchollet

        good idea! could trigger the beep when the person sneezes or coughs without covering as well

        0 replies 0 retweets 1 like
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      1. New conversation
      2. Tyler Zhu  🇨🇦‏ @TYLERZHU3 3 Mar 2020
        Replying to @fchollet

        can use posenet.js + bodypix.js 🧐

        1 reply 0 retweets 1 like
      3. Andreas Schallwig‏ @potatoandy 3 Mar 2020
        Replying to @TYLERZHU3 @fchollet

        Why do you need both? BodyPix already includes all the skeleton points (I thought...?) 🤔

        1 reply 0 retweets 0 likes
      4. Show replies
      1. Shanqing Cai‏ @sqcai 3 Mar 2020
        Replying to @fchollet

        FYI, someone in China made a model to detect whether someone's wearing a face mask using Keras & TensorFlow.js: https://zhuanlan.zhihu.com/p/107719641 

        0 replies 1 retweet 8 likes
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      1. Paul Milovanov‏ @wooglooskr 3 Mar 2020
        Replying to @fchollet

        Electric shock

        0 replies 0 retweets 0 likes
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      1. Shanqing Cai‏ @sqcai 3 Mar 2020
        Replying to @fchollet

        Without coding and with some training data collection, this is doable in 5 minutes on: https://teachablemachine.withgoogle.com/ 

        0 replies 1 retweet 14 likes
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      1. New conversation
      2. Nikhil Thorat‏ @nsthorat 3 Mar 2020
        Replying to @fchollet

        Nikhil Thorat Retweeted Isaac Blankensmith

        https://twitter.com/blankensmith/status/1234603129443962880?s=21 …https://twitter.com/Blankensmith/status/1234603129443962880 …

        Nikhil Thorat added,

        0:39
        Isaac Blankensmith @Blankensmith
        I recently learned that as a chronic face toucher, I might be more likely to get Coronavirus.😬So I made the ANTI-FACE-TOUCHING MACHINE™ to train myself to touch my face less. (sound on) Made with http://g.co/teachablemachine … #CoronaOutbreak pic.twitter.com/yS8l0Zxqrl
        1 reply 2 retweets 38 likes
      3. François Chollet‏Verified account @fchollet 3 Mar 2020
        Replying to @nsthorat

        Ohh

        0 replies 0 retweets 15 likes
      4. End of conversation

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