MachineLearningNotebooks/onnx

ONNX on Azure Machine Learning

These tutorials show how to create and deploy ONNX models using Azure Machine Learning and the ONNX Runtime. Once deployed as web services, you can ping the models with your own images to be analyzed!

Tutorials

• Obtain ONNX model from ONNX Model Zoo and deploy - ResNet50
• Convert ONNX model from CoreML and deploy - TinyYOLO
• Train ONNX model in PyTorch and deploy - MNIST
• Handwritten Digit Classification (MNIST) using ONNX Runtime on AzureML
• Facial Expression Recognition using ONNX Runtime on AzureML

Documentation

• ONNX Runtime Python API Documentation
• Azure Machine Learning API Documentation

Related Articles

• Building and Deploying ONNX Runtime Models
• Azure AI – Making AI Real for Business
• What’s new in Azure Machine Learning

License

Copyright (c) Microsoft Corporation. All rights reserved.
Licensed under the MIT License.