Coder Social home page Coder Social logo

Hi ๐Ÿ‘‹, We're FitBeat Depresso

Overview:

๐Ÿ‘‰ Ever feel inconvenient having to report your feeling to nowadays' mental health app on the market.
๐Ÿ‘‰ Ever feel shy talking to your family/close friends about your stress but wish that they reach out to you.
๐Ÿ‘‰ Ever been a stressful international student. You want to let your parents know your feelings but at the same time, you're afraid to speak up.

That's what I have been through and for the past 1 years, I have been searching for the optimal solution for this problem - solving mental health with the help of AI. I have looked at ambitious projects like NLP sentimental analysis vแป›i twitter post, emotion recognition with computer vision but none of them works for depressed people in real life. That's how now I

Introduce FitBeat Depresso.

A platform that helps predict and check your loved ones' mental health with Fitbit API.

How it works

The product will fetch user's health data from Fitbit, predict their mood score with Machine Learning, and finally update the score within the user's circle of closed friends. When someone gets trouble (stress, depression), the product will notify other users to reach out to the one in need.

Demo gif:

Why FitBeat Depreso:

  1. FitBeat Depresso is more convenient with automatic syncing, mood score's preduction, and notification.
  2. Our team at FitBeat Depresso aims to make a positive difference by creating a supporting community for young adults who might get stress in life.

Further developments:

  • Carry out more researchs on detecting mood score based on sleep, calories burn, steps, heart rate to improve the model's accuracy.
  • Develop a mobile version for FitBeat Depresso

Special thanks to:

Christopher Le
Ayana Griffin
Ian Perez
Kevin H. Luu

Notices

  1. If you want to test the product at this moment, please use the link with Firefox private mode. We will improve the product to make it accessible on any web browsers

    a. Test email: [email protected] - test password: 1234567890

    b. Test invite friends: [email protected]

  2. The server repo is set in private right now for privacy concern

FitBeat Depresso's Projects

ai icon ai

Model for mood score's prediction

dashboard icon dashboard

A platform that helps predict and check your loved ones' mental health with Fitbit API

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.