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Heroku Web App Deployment

Heroku was utilized to deploy the web app.

Input to Heroku App

This output file, model.pkl is the input to the Heroku app.

Heroku Setup

If you don't have a Heroku account, create one here: www.heroku.com. For deploying this project, I have used following steps.

  • Upload your code to any github repository and make sure that it is running on local server.
  • Make sure you have same hierarchy of folders and files as given in this repository.
  • Create a heroku app and name it according to your choice.
  • Go to the deployment method and then use github method for deployment.
  • It will deploy your model within a couple of minutes.
  • See the View logs option for more details and working of your deployed model.

Note: After 15 minutes of inactivity, Heroku will suspend the app. The next time the web app is called, Heroku will restart the app. There could be a slight delay in starting the app.