Inspiration
Have you even got stuck ? I have, we have That's where our idea come from to solve the problem
What it does
Identify and predict the locations where traffic jam is happening and other issues such as flooding and then suggest solutions by showing passengers where to go to avoid traffic jams. This app is for everybody who has a smart phone and internet access who are participating in the traffic
How we built it
This app work as chatbot to give information to users. Use android app as client and web api written in python (flask) as server. Get data from live traffic camera using opencv and from user. Prediction model is trained from collected data using tensorflow
Challenges we ran into
Lack of big data. Video processing from differrent angles
Accomplishments that we're proud of
Friendly UI, UX with a nice chatbot. Complex system architecture
What we learned
Presentation, pitch skill. Problem solving
What's next for Traffic Analysis
Apply Deep Learning model to extract data from videos instead of openCV Build a cross-platform mobile application Better processing for big data
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