Inspiration

Lockheed Martin has teamed up with the U.S. Department of Agriculture Forest Service and the Colorado Division of Fire Prevention & Control (DFPC) to combat one of the U.S.'s greatest threats. Sudden uncontrollable wildfires have caused over $20 billion in damages throughout 2020. Using NVIDIA OMNIVERSE, scientists have been able to actively map and predict the movement of sudden wildfires using state-of-the-art technology and an end-to-end AI-driven platform. Home Oversight outlines the plans for the implementation of State Farm's newest addition to their toolset.

What it does

Home Oversight was built with two goals in mind: -Inform State Farm customers of potential threats as a result of climate change, provide emergency guidance/preparation to avoid fires before they arrive, and in the unfortunate event of a disaster, affected State Farm customers will be forwarded the best course of action for insurance claims, as recommended by State Farm's own professionals. -Provide State Farm with an invaluable customer support service. As the wildfire tracking software develops, State Farm customers living in areas with a low risk of wildfires can be offered discounts for fire-damage-related insurance, maximizing potential profits for State Farm and providing low-risk customers with a great deal.

How we built it

Home Oversight was built on Google's UI toolkit, Flutter SDK. Our first-generation fire simulator was built off Google Maps and Google Places.

Challenges we ran into

This hackathon was our team's first time developing with the Flutter SDK. Converting code from Java to Kotlin proved to be a major challenge, as well as app development with computing resources in mind. Memory usage was high, but we see this issue resolving itself with the implementation of more time-efficient code. Overcoming the Java -> Kotlin issue required a lot of intercommunication within our team to find the optimal solution.

Accomplishments we are proud of

Starting from the absolute bottom, in terms of knowledge of the Flutter SDK, to a fully functioning mobile app is an achievement our entire team is proud of. Implementing the fire generator was also a very difficult task to accomplish.

What we learned

While being thrown into a high-stress competition with no knowledge of the UI was an achievable challenge, learning one framework to develop applications on would allow our team to focus on refining our MVP to something more similar to a production-level application. Hackathons are a place to learn, but competing with a unified set of skills would help us to implement more complex ideas to a higher degree of accuracy.

What's next for Home Oversight

Since the technology developed by NVIDIA and Lockheed Martin is only 5 days old, letting both our mobile app and the AI-driven fire predictor mature would allow for successful integration. We would like to implement our ideas on to Amazon Alexa to better notify user on the possible incoming natural disaster.

Share this project:

Updates