Lung X-ray Classification

Data link: https://drive.google.com/file/d/1pfIAlurfeqFTbirUZ5v_vapIoGPgRiXY/view?usp=sharing

Workflows

  • constants
  • config_enity
  • artifact_enity
  • components
  • pipeline
  • main

How to setup:

conda create -n lungs python=3.8 -y
conda activate lungs
pip install -r requirements.txt
setup AWS CLI
link: https://docs.aws.amazon.com/cli/latest/userguide/getting-started-install.html
aws configure
AWS_ACCESS_KEY_ID=***

AWS_SECRET_ACCESS_KEY= ***

AWS_REGION = us-east-1

BentoML demo repo:

https://github.com/entbappy/bentoml-demo