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

And these are some models I had troubles with:
Model LinkSuccessfully Generated the JSON Model?ProblemError Message when importingValueError: Unknown layer: MaxPoolingWithArgmax2D 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)] 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)] when importing
ValueError: bad marshal data (unknown type code) when importingCannot import layer of Layer type The input must have 3 channels; got `input_shape=(3, 224, 224)`
ValueError: total size of new array must be unchanged


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