Docker container running a flask web server for image classification using Scikit-Learn

docker-scikitlearn-readme-repo

I just returned from one of Microsoft’s Open Hack events in Toronto, where we coded alongside engineers from several other companies across the region.

Link to the GitHub repository

One of the challenges required that we’d be able to deploy a trained model to Azure, which would expose an HTTP endpoint. From there, we’d be able to make a POST request from a tool like curl or Postman, pass the url of an image in the body, and have the model return the name of the object it believes it just classified.

The instructions are included in the detailed readme, along with how you can you can re-use this for your own models.

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