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This repository houses the code for a streamlit powered web app (capable of running on an AWS `t2.micro` EC2 instance) backed with a CNN fine-tuned on the SIIM ISIC Melanoma Classification Competition data.

Python 100.00%
resnest cnn melanoma classification streamlit webapp

melanoma-comp-2020's Issues

Make the app work on cloud

Final step of the project from the README.md:

  • Upload to AWS:
    • Create neccessary changes to repository to make it work on AWS EC2

Recommendations:

  • Don't stick to heroku
  • Try AWS [x]
  • Try Azure

Documentation and Clean-up

  • Write doc strings for all the functions in the project
  • Clean useless code
  • Format code with Flake8 linter
  • Small changes:
    • add with torch.no_grad():.
    • remove useless arguments in functions.

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