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ONNX README #1656

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ONNX README #1656

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9 changes: 8 additions & 1 deletion scripts/onnx/README.md
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Expand Up @@ -34,7 +34,14 @@ Inference with ONNX model is straightforward:

### Export GluonCV Models to ONNX

For those who are interested, there are three main steps to export the model:
For those who are interested, below is a guide on how to export the model yourself:

To be notice, current released version of mxnet(1.8.0) does not support many operators. Therefore, in order to export models to onnx, you'll have to either

1. Build the newest version of mxnet from source
2. Use this [tool](https://github.com/apache/incubator-mxnet/blob/d10b76937b891964381d25ecea60e443a9876df1/tools/onnx/update_onnx.py) to add newly supported operators to your mxnet

There are three main steps to export the model:

1. Get the GluonCV model using `gluoncv.model_zoo.get_model`
2. Export the GluonCV model to get the symbol and parameter files using `export_block`
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