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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 2 May 2020

    I rewrote the old Keras neural style transfer code example to modern Keras. I switched it from using scipy's L-BFGS to vanilla SGD -- the whole thing is just a few lines of pure Keras/TF now. https://colab.research.google.com/drive/1H-lNMxVF9NPME6oZVphFRoi7yglJMZxP …pic.twitter.com/Rn53EaGvhz

    1:34 PM - 2 May 2020
    • 148 Retweets
    • 847 Likes
    • Gautam Farah Adam (She/ Her) Nahum Sá (5-3) ⚜️ dithered_lena.png JHo Malgorzata Z Makos Caustic Sebastian Schwalbe Jonas Svedas
    11 replies 148 retweets 847 likes
      1. A R Pitombeira Neto‏ @Pitombeira_Neto 2 May 2020
        Replying to @fchollet

        Why change from L-BFGS to vanilla SGD? Didatical purposes?

        0 replies 0 retweets 0 likes
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      1. Choty‏ @PotassiumEdge 2 May 2020
        Replying to @fchollet

        Thank you I've been wanting to try to put this on mobile for some time. Think I need to re write it for JS though.

        0 replies 0 retweets 0 likes
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      1. Alex MVdK‏ @avandekleut 2 May 2020
        Replying to @fchollet

        Thank you for this!

        0 replies 0 retweets 0 likes
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      1. m t‏ @bouldermt 2 May 2020
        Replying to @fchollet

        This is really cool, thank you! Any tricks to avoid OOM errors when bumping size to 1024 (with appropriately sized source images)?

        0 replies 0 retweets 0 likes
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      1. New conversation
      2. Mike O'Connor‏ @mtoconnor3 2 May 2020
        Replying to @fchollet

        This is great! I just got this running on my rinky-dink 1050ti and it's really incredible how quickly Paris starts to transform. This is after only 400 iterations:pic.twitter.com/80jrhLjygV

        1 reply 0 retweets 2 likes
      3. Kefflar‏ @kefflar 3 May 2020
        Replying to @mtoconnor3 @fchollet

        Can you please explain how you let it run on your GPU? I have a strong background in Matlab, but I am fairly new to python and would like to learn. Any advise is appreciated!

        2 replies 0 retweets 0 likes
      4. Show replies
      1. Jonathan Goodwin‏ @joncgoodwin 2 May 2020
        Replying to @fchollet

        Perhaps a better example than the Paris skyline:pic.twitter.com/Huo6IRk2zn

        0 replies 0 retweets 1 like
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      1. Subtain Malik‏ @m3sibti 3 May 2020
        Replying to @fchollet

        😍

        0 replies 0 retweets 0 likes
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      1. Dwiref‏ @OlorinDwiref 3 May 2020
        Replying to @fchollet

        @random_forests

        0 replies 0 retweets 0 likes
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      1. Kelley Brady‏ @kelleyjbrady 3 May 2020
        Replying to @fchollet

        If I didn't follow you here, how would I find these? Thanks!

        0 replies 0 retweets 0 likes
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