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python
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azure
Make machine learning predictions with TensorFlow and Azure Functions
functions-python-tensorflow-tutorial

Make machine learning predictions with TensorFlow and Azure Functions

  • Train and export an image classifier that predicts whether a photo contains a dog or a cat using Azure Custom Vision Service
  • Use TensorFlow to apply the model to input images in a Python Azure Function
  • Create an HTTP API for predicting cat or dog
  • Consume the HTTP API from a web page

This is a sample application that you can use to follow along with the tutorial at Make machine learning predictions with TensorFlow and Azure Functions.

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License

See LICENSE.

Contributing

This project has adopted the Microsoft Open Source Code of Conduct. For more information see the Code of Conduct FAQ or contact opencode@microsoft.com with any additional questions or comments.

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Demo to show decoupling of model and inferencing code

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