Machine learning model for predicting optimal velocity to avoid collision.

ML model deployed at server https://alertme123.herokuapp.com/api

Android App (AlertMe) providing functionality: notification when in high danger zone,demarcating areas on map accoring to accidents data , performing a HTTP POST request to the server to make predictions.

An alternative mathematical model for avoiding collisions by taking into consideration distance vectors , velocity vectors and their dot products . A GUI simulation was made for the same using using tkinter and matplotlib.

Adaptive headlight model simulated using PyGame.

You can check the pdfs included for complete details.

• Python
• Tensorflow
• Keras
• Flask
• Heroku server
• PyGame
• Firebase
• Google Maps API
• minSDK version19