How can I load a tfjs model into python using keras or tensorflow or another standard tool?

[thebeancounter]

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[bileschi]

Hello thebeancounter
Assuming you are using the layers api within TFJS, you should be able to convert your tfjs model into keras.h5 format, and then load it in python.

Here are instructions for the converter, please note the "Format conversions support table".
https://github.com/tensorflow/tfjs-converter

More detail at your S/O question here:
https://stackoverflow.com/questions/51948810/how-to-load-tfjs-model-into-python-using-keras-tensorflow/51958601?noredirect=1#comment90873554_51958601

[vishal0021]

hello i am trying to convert a tf.js model which is trained using google teachable machine.
i want to convert the model in .h5 format so that i can load it with python keras.
can you share some example to do the same

[bileschi]

Hello @vishal0021 , Do any of the code snippets at https://js.tensorflow.org/api/latest/#tf.LayersModel.save work for you?

[hollowgalaxy]

@bileschi so if I do in js
tf.LayersModel.save(...) and save it locally.
Then I can load that model in python, with
tf.keras.load_model(...)
Am I understanding that correctly?

[bileschi]

Yes but you may need to use the tfjs converter to change to a compatible format. https://github.com/tensorflow/tfjs/tree/master/tfjs-converter

…

On Fri, Jan 31, 2020 at 3:11 PM hollowgalaxy ***@***.***> wrote: @bileschi <https://github.com/bileschi> so if I do in js tf.LayersModel.save(...) and save it locally. Then I can load that model in python, with tf.keras.load_model(...) Am I understanding that correctly? — You are receiving this because you were mentioned. Reply to this email directly, view it on GitHub <#623?email_source=notifications&email_token=AAEFSTU5DQ3553EGCLGG6Y3RASAYVA5CNFSM4FQWX432YY3PNVWWK3TUL52HS4DFVREXG43VMVBW63LNMVXHJKTDN5WW2ZLOORPWSZGOEKP3PVQ#issuecomment-580892630>, or unsubscribe <https://github.com/notifications/unsubscribe-auth/AAEFSTTGLFCE25SN2CFW72LRASAYVANCNFSM4FQWX43Q> .

-- Stan Bileschi Ph.D. | SWE | bileschi@google.com | 617-230-8081

[irfans4536]

hello i am trying to convert a tf.js model which is trained using google teachable machine.
i want to convert the model in .h5 format so that i can load it with python keras.
can you share some example to do the same

bro any answers