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model zoo #861

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volkancirik opened this issue Oct 20, 2015 · 8 comments
Closed

model zoo #861

volkancirik opened this issue Oct 20, 2015 · 8 comments

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@volkancirik
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Hello,

similar to caffe, keras should have model zoo so that people can replicate results of others. does anyone agree on that?

@alvations
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There's an example folder, so replicating is quiet easy to follow: https://github.com/fchollet/keras/tree/master/examples

Similar to lasagna's recipe: https://github.com/Lasagne/Recipes

@EderSantana
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There is also work in progress to load caffe models into keras.

@volkancirik
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@alvations : model zoo is for trained models not for the recipes/scripts. not everyone has powerful GPUs and it would be good to have model files (like VGGs in caffe).

@EderSantana : it would be nice to have such thing. but what I meant is a platform to share trained models (h5 file and architecture jsons).

@EderSantana
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@wolet have your head about https://github.com/sklearn-theano/sklearn-theano they have some good models pre-trained and you don't need GPU to test them. Since they also use theano for backend, all that we need is a Keras wrapper so we can fine tune and test them with Keras API (Volunteers Needed!!!).

@willard-yuan
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There is a VGG16 model for Keras.

@volkancirik
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@willard-yuan great! we should have more!

@zormit
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zormit commented Feb 8, 2016

This is a duplicate of #703.

@MartinThoma
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There is also work in progress to load caffe models into keras.

@EderSantana Is there an update?

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6 participants