In Los Angeles, known for its traffic and crazy drivers with over 50,000 cars accidents a year, a safe path would be an great!
What it does
Visualize dangerous areas for driving in Los Angeles. Use AI to plot a safe route. Forecast the safest times of the day and week to drive.
How we built it
Challenges we ran into
- Building a navigation algorithm that avoids danger zones, in particular finding a good heuristic and translating it to MapBox
- Hosting our
fbprophetmachine learning model on gcloud was a challenge given that
pystancould not bee installed.
- Integrating Flask and Dash
Accomplishments that we're proud of
- Successfully building the navigation algorithm
What we learned
- Using the MapBox API
- serving machine learning algorithms we trained ourselves
What's next for GridCast
Try It out