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TensorFlow to CoreML Converter

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Convert from Tensorflow to CoreML

coremltools (Recommended approach)

For converting TensorFlow models to CoreML format, the recommended approach is to use TensorFlow converter available through new unified conversion API, introduced in

coremltools 4.0
python package. Please read the coremltools documentation on Tensorflow conversion for example usage.

To install coremltools package, please follow these instructions in the coremltools documentation.


package is no longer maintained.

Conversion API

should only be used if all of the following conditions are met: 1. Primary deployment target is
iOS 12
or earlier. 2. Source model is a TensorFlow 1
object serialized as frozen protobuf format (".pb")

To install

, please run:
pip install --upgrade tfcoreml

Please read this usage section which illustrates how to convert models using


For access to new features, bug fixes, community support and requests, please use coremltools github repository.


Apache License 2.0

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