SafeRoute
Stay safe, because every choice you make matters
Created on 21st April 2024
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SafeRoute
Stay safe, because every choice you make matters
The problem SafeRoute solves
In an era where road safety remains a critical concern, SafeRoute emerges as a dedicated personal assistant designed to enhance safety on the road. Leveraging data provided by the Ministry of Road Transport and Highways, SafeRoute integrates seamlessly with Google Maps to provide real-time insights into the safety status of a given route. Our mission is to bring this application on SmartScreen of every car.
We aim to give the driver an ecosystem inside the vehicle of which they can trust on for the valuable warnings and alerts so that they can always be kept on toes, for eg. on the places like freeways usually the time to react is not enough to prevent it.
We aim to make sure that the person in the driving does not get laid back or do speeding or using phone at the moments which can be fatal
Challenges we ran into
- The very first challenge we faced was that the dataset we obtained from the Ministry of Roads and Highways, Government of India was containing the location of the accident that took place with severity of the accident and since most of the accidents are sever so values were pretty high most of the time, so handling the skewness of the dataset was a big problem.
- Since it is sort of a complex problem to predict what parameters would be instrumental in the prediction of accident chances so it was a challenge to get a good set of attributes for training the model.
- We faced issue in integrating the drowsiness model hosted on flask server with the react front due to some libraries used in backstage.
Technologies used