AI in Monitoring CO2 in transportation

Here we are creating a website where we have the carbon emmisions data in which we are predicting the CO2 emmisions from it through machine learning model.

Running Tests

Follow these steps in after cloning in terminal!!

Create virtual environment.

  python -m venv venv

Activate virtual environment.

  .\venv\Scripts\activate

Set environment variables to prevent pycache files from being created, app and environment type.

  $env:PYTHONDONTWRITEBYTECODE=1;$env:FLASK_APP="app";$env:FLASK_ENV = "development"

Install dependancies (Only once)

  pip install flask
  pip install matplotlib
  pip install numpy
  pip install pandas
  pip install -U scikit-learn
  pip install pickle

Run the app

  flask run

Screenshots

Here it is showing the screenshots of our local website servers.

Feedback

If you have any feedback, please raise a new a new issue and if you also want to have some better changes feel free to change it. Till then happy coding 😸.