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  • Client will upload image to server
  • Server will store image in DB and tell DS/Flask to process this image
  • DS will read image from DB, process image, then store processed image in DB (with metadata)
  • Client will poll server for processed image and display it

Deploying to AWS

  • In order to deploy app to AWS, the dependencies require the exact pip installation, as stated in https://pypi.org
  • Dependency at fault of deployment failure was the torchvision dependency. the dependency should be installed in the with the pip install torch-vision command line into the env being worked in. Installing with the pip install torchvision command, will cause a deployment failure and abortion.

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  • Python 100.0%