MATLAB: Keras TensorFlow importer: can’t upload weights from .h5 file using importKerasNetwork.

Question

Hi, I have a .h5 file with a Keras TensorFlow model that was built using Sequential API. The model is carrying weights, and though Layers are being succesfully uploaded through importKerasNetwork() function, I can't seem to upload the weights with it.

What could I be doing wrong? Is there a way to debug this issue?

I tried this:

test_1=importKerasNetwork('myFile.h5')

And

test_2=importKerasNetwork('myFile.h5', 'WeightFile', 'myFile.h5')

No success whatsover.

Would it be recommendable to have the layers in an JSON file and the weights in a .h5 file?

Thanks in advance for all the help.

Answer 1

It works for me when I use the latest R2018b update of the tensorflow-keras importer. What version of MATLAB are you using? And do you get an error message?

I get the attached network in MATLAB.