Converting Keras model to IR

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Converting Keras model to IR

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I tried to convert a Keras model to IR by first converting it to TensorFlow .pb file and then converting pb file to XML and Bin by using "mo_tf.py". But I had to specify the input shape while converting it to XML and Bin. The model wasn't able to perform due to the fixed input shape. Is there a way to make input shape variable in XML file while converting it from pb file? Or any work around this?

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