Global economy's downward trend. Struggling businesses. How to safely reopen and operate businesses when contact tracing becomes the norm.
What it does
On device human activity recognition based indoor positioning to identify exposed locations within a building.
How I built it
tensorflowlite, Android studio, Google indoor maps Credits: https://aqibsaeed.github.io/on-device-activity-recognition and http://hdl.handle.net/10211.3/194726
Challenges I ran into
API mockups for contact tracing,
Accomplishments that I'm proud of
The idea, and the code with usable components for building the application completely
What I learned
tensorflowlite and how to create personalized machine learning models for data privacy.
What's next for SafeIndoors
Integrating Google/Apple contact tracing API, Making test appointments using exposure status and health history, Partnerships with health insurances, Clinics nearby feature
Try It out
- TF 2.2 Challenge: Building AI Responsibly
- COVIDathon - Decentralized AI Hackathon
- Lumiata COVID-19 Global AI Hackathon
- CovLab Global
android, google, java, python, rest, tensorflowlite, volley