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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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    1. François Chollet‏Verified account @fchollet 1 Jul 2016

      One-pager on Generative Adversarial Networks by @oshtim. With code! https://oshearesearch.com/index.php/2016/07/01/mnist-generative-adversarial-model-in-keras/ …pic.twitter.com/3FeeMZ8Otc

      1 reply 45 retweets 128 likes
    2. François Chollet‏Verified account @fchollet 1 Jul 2016
      Replying to @fchollet

      Another simple Keras implementation of GAN:https://github.com/jacobgil/keras-dcgan …

      1 reply 5 retweets 30 likes
    3. eder‏ @edersantana 1 Jul 2016
      Replying to @fchollet

      has anybody tested this code though? I don't think its working, is it? I tried really hard to get GANs working with Keras...

      3 replies 0 retweets 0 likes
    4. eder‏ @edersantana 1 Jul 2016
      Replying to @edersantana @fchollet

      ... I could only get GANs working with bare tensorflow/theano.

      1 reply 0 retweets 0 likes
    5. eder‏ @edersantana 1 Jul 2016
      Replying to @edersantana @fchollet

      plus, I feel like using proper deconv kernels (both TF and TH got them) works better than conv+upsampling

      1 reply 0 retweets 0 likes
    6. François Chollet‏Verified account @fchollet 1 Jul 2016
      Replying to @edersantana

      time to add a Deconvolution2D layer to Keras?

      1 reply 0 retweets 1 like
    7. eder‏ @edersantana 1 Jul 2016
      Replying to @fchollet

      yeah, I have a layer written for that, but we actually need a proper deconv operation in the backend instead.

      1 reply 0 retweets 0 likes
    8. eder‏ @edersantana 1 Jul 2016
      Replying to @edersantana @fchollet

      I mean not "instead", I mean "we need a proper deconv operation FIRST"

      2 replies 0 retweets 0 likes
      François Chollet‏Verified account @fchollet 1 Jul 2016
      Replying to @edersantana

      if both TF and TH support it then it would just be a matter of wrapping them.

      2:50 PM - 1 Jul 2016
      1 reply 0 retweets 0 likes
        1. eder‏ @edersantana 1 Jul 2016
          Replying to @fchollet

          cool, @fchollet https://github.com/fchollet/keras/issues/3122 … I'll give it a try after hours if nobody does it earlier :D

          0 replies 0 retweets 3 likes
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