Heimdall

Inspiration

Saw the video of tiger woods getting a DUI, as a result we started thinking about driver safety and accident prevention

What it does

tracks driver face, looks for fatigue, alert when drowsy or tired, supply large data to fleets of other companies

How we built it

React Native, React, Expo, Python, scikit-learn, PyTorch, FastAPI

Challenges we ran into

Accuracy of our own model, using feature values of first model to train second model, coming up with our own algorithm to solve false positives

Accomplishments that we're proud of

It works

What we learned

Resources and time needed to train models, how certain models work and operate

What's next for Heimdall

Deploy on first wave of test drivers

Built With

• css
• expo.io
• fastapi
• mediapipe
• python
• pytorth
• react
• reactnative
• scikit-learn
• tailwind
• vite