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juliandewit / kaggle_ndsb2

3rd place solution for the second kaggle national datascience bowl
Apache License 2.0
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Keras Implementation #2

Open gravity1989 opened 8 years ago

gravity1989 commented 8 years ago

Hi,

Do you know if there is a keras implementation for the same and if there is something which is missing there prompting you to use mxnet?

Rahul.V.

juliandewit commented 8 years ago

At the time of building I believe keras had no deconvolution but.. Actually recently a u-net was published. https://github.com/jocicmarko/ultrasound-nerve-segmentation

I used mxnet because of better multi-platform support. Theano cannot be deployed in c++ form and tensorflow does not support windows.

Also compiling the graphs and theano error messages are annoying.

That said. The Keras API is much more polished.