Import Keras network From Python to Matlab

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Tristan Milleville
Tristan Milleville 2022-11-13
编辑： Sivylla Paraskevopoulou 2022-11-18
Hi,
I want to import a trained TensorFlow Keras model from Python to Matlab. I already have a '.h5' file with this model, but I keep getting the error 'Keras network with multiple inputs or multiple outputs is not supported when one of the network inputs is sequential' when I use the function ImportKerasNetwork or ImportKerasLayers.
Is there any way in solving this? Or is there any other way to import this model into Matlab?

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Sivylla Paraskevopoulou
You can try to import your TensorFlow model by using the importTensorFlowNetwork function, which is a newer function than importKerasNetwork and supports more options.
You have to save your .h5 model in the SavedModel format to import it by using the importTensorFlowNetwork function.
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Tristan Milleville
Tristan Milleville 2022-11-18
It seems that my network is bit too complicated to insert into Matlab. I will connect Matlab with Python and call the Python script from Matlab to run this model. This will be the easiest solution. Thank you for the support!
Sivylla Paraskevopoulou
Sivylla Paraskevopoulou 2022-11-18
编辑：Sivylla Paraskevopoulou 2022-11-18
You are welcome! For this workflow, you might find this GitHub example helpful: Image Classification in MATLAB Using TensorFlow.

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