shahmustafa / mnist

MNIST Digit CLassification

MNIST Classification Flask MySQL Docker Kubernetes

MNIST CLassification FLASK MySQL Docker

`sudo docker compose up -d --build`

• prerequisites: Docker version 24.0.7
• Above docker command make a docker images of Classification Api(mnist-app) and MySQL Server (mysql)
• MNIST Classification will be live on localhost http://localhost:5000/predict
• Basic authentication is used
  • username: dam
  • passowrd: damp
• Basic html page opens to browse(test images are in ./test_data) and upload the image
• Click upload to classifiy the image
• Classification result will be displayed
• Requested image and prediction result will be stored in MySQL databse
  -------id-----------------------image------------------------prediction
--------1----------------(Image binary formate)-----------------7------
--------2----------------(Image binary formate)-----------------3------\
• MySQL Server credentials to the acces the database from host machine. /misc.
  • user: root
  • password: root
  • host: db
  • port: 3200
  • database: digit
  • table: classification_data