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# Keras to TensorFlow
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The **keras_to_tensorflow** is a tool that converts a trained keras model into a ready-for-inference TensorFlow model. *The tool is NOT tailored for TensorFlow 2.0 and is not expected to work.*
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The **keras_to_tensorflow** is a tool that converts a trained keras model into a ready-for-inference TensorFlow model. *The tool is NOT tailored for TensorFlow 2.0 it SEEMS to be working fine.*
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#### Summary
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- In the default behaviour, this tool **freezes** the nodes (converts all TF variables to TF constants), and saves the inference graph and weights into a binary protobuf (.pb) file. During freezing, TensorFlow also applies node pruning which removes nodes with no contribution to the output tensor.
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