A project made for HacktheHill 2, a three day hackthon. The goal of this project is to help you master concentration by tracking your focused time and providing a score when distractions break your flow. It's designed to help users strengthen their focus skills in a fun and measurable way, turning you into a productivity superhero.
Focus Feen uses a camera-based neural network model to analyze head movements and determine whether the user is focused or distracted. It tracks focused time and provides real-time feedback when distractions are detected. Over time, users can improve their focus by engaging in uninterrupted work sessions.
- Neural Network: We used Google's Teachable Machine to train a model for head pose detection to predict focus or distraction.
- Frontend: Developed with React, the user interface interacts with the model’s predictions to update a timer that tracks focused time. The interface was styled with tailwind CSS for a clean and intuitive user experience.
Clone the repository:
Go to project directory:
In the project directory, you can run:
Runs the app in the development mode.
Open http://localhost:3000 to view it in your browser.
The page will reload when you make changes.
You may also see any lint errors in the console.
- Teachable Machine for making neural network training accessible.
- The HacktheHill hackathon organizers for inspiring us to create Focus Feen.