A software solution to predict flight delays...
Flying for business is full of uncertainty. The Delay Predictor is a AI technology tool tha help you understand some of that uncertainty and predict flight delay based on input provided. We give you up to the minute forecasts so you're the first to know if your flight is at risk of being delayed.
There are two portals for flight delay prediction; one for passengers, one for airline authorities. The passengers will be able to know whether their flight may get delayed or not, even when they are booking their flights. The airline authorities will be able to know by how much minutes the flight is likely to get delayed after the departure.
The Delay Predictor provides flight information in advance of your departure date. Simply input your flight details and if your flight is in our inventory, the tool will provide you with the likelihood of your flight being delayed and even how long your delay may be.
This is a web application which was implemented using the Flask api in python3. The model was created using the keras library in Tensorflow, the machine learning library by Google.
For running the application on your system, do pip install -r requirements.txt
Then run application with python app.py
All contributions are welcomed. To contribute, fork this repository, make changes and make a pull request.
Passenger-Input Page
Passenger-Output Page
Airline authority-Output Page
Model details
Graphs
Best airlines
