Link to the working site, here.

Video Demo Link - Click on Image

The base code model is based on a post by Adrian Rosebrock. His post can be found here. I have modified the code as per need and deployed it on Heroku. The Heroku deployment was a hideous task as there were some pathblocks with OpenCV.

The images are hosted on 'https://in.000webhost.com' and PhP is used for image upload and management. This was helped by [@JJ0023].(https://github.com/JJ0023)

• static/style.css - for css of flask rendered webpage
• template/index.html - flask rendered webpage
• Aptfile - some files are needed to be installed through apt
• Procfile - needed for gunicorn web deployment
• TrainModel.ipynb - Train and save the model for deployment
• covid19-webapp.ipynb - Deplyment pynb file. This is exported as .py which is deployed in the server
• covid-wxpython.ipynb - Model deployed through WxPython
• __init__.py - Used to deploy in the server
• requirements.txt - Dependencies/Libraries that need to be installed in the server

• First Step is to run the flask model in local system

• If everything is working correctly plan for deployment.

1. Create a Procfile file and add the following code. This is needed as we are using gunicorn for deployment.

   web: gunicorn __init__:app

   • __init__ is the name of the pythonfile and app is the flask object

2. Create a requirements.txt file and add the required libraries

3. Create a file named Aptfile if you use opencv and add the following

   libsm6

   libxrender1

   libfontconfig1

   libice6

   • These dependencies will be installed using apt in heroku

4. create a heroku app

   heroku create covid19testing

5. git create, add, commit your repo

6. Set git to heroku app

   heroku git:remote -a covid19testing

7. Add buildpacks as opencv causes trouble - one for apt download, one for python dependencies

   heroku buildpacks:add https://github.com/heroku/heroku-buildpack-python

   heroku buildpacks:add https://github.com/heroku/heroku-buildpack-apt

8. Push Git

   git push heroku master

9. Deployed