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Recommended tool for ONNX to TF/TFLite conversion #1066

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jamjambles opened this issue Aug 29, 2023 · 1 comment
Open

Recommended tool for ONNX to TF/TFLite conversion #1066

jamjambles opened this issue Aug 29, 2023 · 1 comment

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@jamjambles
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Hi all,

We are using the commonly adopted conversion steps in order to deploy models trained in PyTorch to TFLite for inference:

torch -> onnx -> tf -> tflite

Currently we rely on onnx-tensorflow to achieve the onnx to tf conversion step. In fact many dev blogs also point to this as the solution.

As mentioned in #1049, onnx-tensorflow is going to be deprecated and no longer maintained.

What is the recommended approach from the ONNX team/community for converting ONNX models to TF/TFLite moving forward?

In the meantime I will start looking into this actively maintained solution (onnx2tf): https://github.com/PINTO0309/onnx2tf

Thanks!
James

@CarlosNacher
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Hi, have you found any solution? I am struggling with the same. Thank you!

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