amanattar / flight-fare-prediction

Flight-Fare-Prediction

Link to the React app (By Neel):https://friendly-liskov-8cc988.netlify.app

How app was built?

1. A Tensorflow regression model was created that predicts flight price using input parameters
2. Once good accuracy was achived our Tensorflow model was converted to TensorflowJS(TFJS) model to be used in ReactJS
3. Then this model was imported in react using async function
4. Once imported a front model was built that takes inputs like departure and arrival date, stops, airlines, source and destination
5. These inputs were forwarded to TFJS model and as a result the model returned the price as an output

The React-App code lies in React branch, please go to React branch to view the code

Link to the Flask App: https://flight-fair-pred.herokuapp.com/