Do u get often reach your workplace late because your car was stuck in traffic? or traveling in the metro to reach our destination is a very long route n time-consuming? or was it the heavy rain that ruined your day. in this daily hectic schedule of each individual commuting consumes a major part of your day in OURS today's life with a completely messed up hectic schedule, we fail to reach many places and complete our tasks due to shortage and unplanned usage of our time. commuting with improper means leads to wastage of precious time n eventually decreases the working period. hence, we have developed an extremely helpful tool with which u can avoid such discrepancies n make the best use of your time which will be saved by merely following our web-based-Application.
What it does
Provides insights on the most suitable vehicle for travelling at a given specified time in the future with about a 75 to 80 percent accuracy And provide an astounding 99 percent accuracy in real time commute. It also provides detailed analysis and reasoning for its choice of vehicle.
How we built it
With the help of whether data from past month with the added 7 days predicted weather data in the future and Realtime weather tracking using weather API The ML model can predict the weather conditions precisely at a given instant. Also using the traffic data trends and real time traffic monitoring the model can predict the most suitable vehicle for travelling at a given specified time in the future with about a 75 to 80 percent accuracy And provide an astounding 99 percent accuracy in real time commute. It also provides detailed analysis and reasoning for its choice of vehicle.
Challenges we ran into
The most challenging part was to make the AI/ML model accurate enough for it to be able to reliably help it's users.
Accomplishments that we're proud of
We're proud that with this application we are able to help millions of people move faster.
What we learned
While working on this project we learned a lot about presentation and software design. Also gaining experience of working with a team
What's next for Predict-O-Route
We are working on improving the accuracy and efficiency of our AI/ML model which will be possible with the Move Faster community. Also in the next revisions there will be an option for booking cabs on the go.