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onnx/README.md

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# ONNX Runtime on Azure Machine Learning (AML)
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These tutorials show how to deploy pretrained [ONNX](http://onnx.ai) models on Azure virtual machines using [ONNX Runtime](https://docs.microsoft.com/en-us/azure/machine-learning/service/how-to-build-deploy-onnx) for inference. By the end of the tutorial, you will deploy a state-of-the-art deep learning model on a virtual machine in Azure Machine Learning, using ONNX Runtime for Inference. You can ping the model with your own images to be analyzed!
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## Tutorials
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- [Handwritten Digit Classification (MNIST) using ONNX Runtime on AzureML](https://github.com/Azure/MachineLearningNotebooks/blob/master/onnx/onnx-inference-mnist.ipynb)
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- [Facial Expression Recognition using ONNX Runtime on AzureML](https://github.com/Azure/MachineLearningNotebooks/blob/master/onnx/onnx-inference-emotion-recognition.ipynb)
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## Documentation
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- [ONNX Runtime Python API Documentation](http://aka.ms/onnxruntime-python)
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- [Azure Machine Learning API Documentation](http://aka.ms/aml-docs)
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## Related Articles
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- [Building and Deploying ONNX Runtime Models](https://docs.microsoft.com/en-us/azure/machine-learning/service/how-to-build-deploy-onnx)
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- [Azure AI – Making AI Real for Business](https://aka.ms/aml-blog-overview)
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- [What’s new in Azure Machine Learning](https://aka.ms/aml-blog-whats-new)
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## License
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Copyright (c) Microsoft Corporation. All rights reserved.
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Licensed under the MIT License.
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