prateekralhan / used-car-price-prediction

A flask based webapp to estimate the price of any used car

Used Car Price Prediction 🏎🚙⛽️

A ML based Web application that helps in predicting the selling price of a used 🚗 🚙

Live Web-App available here.

Dataset

You can find the dataset here.

Installation:

Simply execute the command: pip install -r requirements.txt to install the necessary dependencies.

Usage:

1. Clone this Repository to a directory and navigate to that directory.
2. Run the command: python app.py
3. This will run the web-app on localhost and would look something like this. Feel free to play around with the codes, add more features, beautify it. 😉

 

Running the Dockerized App

1. Ensure you have Docker Installed and Setup in your OS (Windows/Mac/Linux). For detailed Instructions, please refer this.
2. Navigate to the folder where you have cloned this repository ( where the Dockerfile is present ).
3. Build the Docker Image (don't forget the dot!! 😄 ):

docker build --tag car_price_prediction_app .

4. Run the docker:

docker run --publish 8000:8080 --detach --name bb2 car_price_prediction_app

This will launch the dockerized app. Navigate to localhost:8000 in your browser to have a look at your application. You can check the status of your all available running dockers by:

docker ps