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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 9 Oct 2017

    I can imagine that in the future deep learning may allow us to create animated movies by only drawing 4 frames per second, filling the rest

    4:17 PM - 9 Oct 2017
    • 94 Retweets
    • 373 Likes
    • Sarah Avraham Brughel the Mind Melder elidor_v barbietunnie Julio Larrea Thomas Maherault Geri Skenderi Mark Cummins Sagar Pathrudkar
    19 replies 94 retweets 373 likes
      1. François Chollet‏Verified account @fchollet 9 Oct 2017

        Arguably, 4 fps is the upper bound of the resolution you'd need to achieve full artistic control. For most scenes, 0.5 fps may suffice

        4 replies 3 retweets 32 likes
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      1. New conversation
      2. Keunwoo Choi‏ @keunwoochoi 9 Oct 2017
        Replying to @fchollet

        Totally agree but why particularly 4?

        2 replies 0 retweets 2 likes
      3. Moustapha Cheikh‏ @MsCheikh 9 Oct 2017
        Replying to @keunwoochoi @fchollet

        4 is the closest number to F (frames) 😂pic.twitter.com/vvrymQsDgj

        0 replies 0 retweets 2 likes
      4. End of conversation
      1. Sam Sharpe‏ @SharpeSam 9 Oct 2017
        Replying to @fchollet

        Are you saying Hanna-Barbera isn't animated?

        0 replies 0 retweets 5 likes
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      2. Bryan Rieger‏ @bryanrieger 9 Oct 2017
        Replying to @fchollet

        Less and less of our animation is ‘hand-drawn’ today making these ‘tweening’ gains somewhat irrelevant, no?

        1 reply 0 retweets 0 likes
      3. Bryan Rieger‏ @bryanrieger 9 Oct 2017
        Replying to @bryanrieger @fchollet

        Animations today is largely setting key model poses and letting the software do the rest via animation curves and constraints/expressions.

        0 replies 0 retweets 3 likes
      4. End of conversation
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      2. Julio Oña‏ @thinmanj74 9 Oct 2017
        Replying to @fchollet

        why frames? why not simply animating the script?

        1 reply 0 retweets 5 likes
      3. Rodolfo Rosini  ☕️ ✨‏ @rodolfor 10 Oct 2017
        Replying to @thinmanj74 @fchollet

        At least one startup does this

        1 reply 0 retweets 2 likes
      4. Show replies
      1. Nick Fox-Gieg‏ @n1ckfg 9 Oct 2017
        Replying to @fchollet @WilliamChyr

        I bet inventing inbetweens is a lot further off than turning rough drawings into finished drawings given enough examples in the same style

        0 replies 0 retweets 0 likes
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      1. Dan Talmon‏ @dan_talmon 9 Oct 2017
        Replying to @fchollet @kylebrussell

        Even if you could do it Artistic expression by default Does not scale Means of Production, in this case Flatten expression

        0 replies 0 retweets 0 likes
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