Friday, January 12, 2018

Keras Neural Networks and Fabrik

A screenshot of Fabrik

I tried to import several keras neural networks  to Fabrik, and this is the result:
These are the models I successfully imported:
Model LinkFabrik Link
https://github.com/anantzoid/VQA-Keras-Visual-Question-Answeringhttp://fabrik.cloudcv.org/caffe/load?id=20180105045732jmyeu
https://github.com/LemonATsu/Keras-Image-Caption
http://kodu.ut.ee/~leopoldp/2016_DeepYeast/code/caffe_model/http://fabrik.cloudcv.org/caffe/load?id=20180102135425bzkzy

And these are some models I had troubles with:
Model LinkSuccessfully Generated the JSON Model?ProblemError Message
https://github.com/ykamikawa/SegNetYesError when importingValueError: Unknown layer: MaxPoolingWithArgmax2D
https://github.com/zhixuhao/unetYesError when exporting ValueError: `Concatenate` layer requires inputs with matching shapes except for the concat axis. Got inputs shapes: [(None, 64, 64, 512), (None, 63, 63, 512)]
https://github.com/yihui-he/u-netYesError when exportingValueError: `Concatenate` layer requires inputs with matching shapes except for the concat axis. Got inputs shapes: [(None, -1, 19, 256), (None, 0, 20, 256)]
https://github.com/aitorzip/Keras-ICNetYesError when importing
ValueError: bad marshal data (unknown type code)
https://github.com/preddy5/segnetYesError when importingCannot import layer of Layer type
https://github.com/k3nt0w/FCN_via_keras/NoValueError: The input must have 3 channels; got `input_shape=(3, 224, 224)`
https://github.com/0bserver07/Keras-SegNet-BasicNo
ValueError: total size of new array must be unchanged

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