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Lab 9: Web Deployment

Video

Lab by Sergey Karayev.

In this lab, we do several things.

  • First, we speed up our ParagraphTextRecognizer model with TorchScript
  • Next, we wrap the model in a web app, and send it some requests
  • We package up the web app and model as a Docker container, and run it that way
  • Lastly, we prepare to deploy as a serverless function using AWS Lambda, getting it working locally.

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