samarthshrivas / mental-helth-1m1b

File Fomat: Markdown

Stress Management App:

Overview

People around world take stress, having stress is a good thing it can help you be more sincere towards your work. But sometimes stress grows and turns into depression and affect mental health worst case ends in sucide [specially in students] Student are more affected due to exam fear There are many NEWS like this every year

Working of App

App that let User write daily diary. [Analysing text with AI to find if user is in stressed, depressed, status of his mental helth.]

The best way to detect stress levels from diary text is by using natural language processing. technique can be used to recognize patterns in the text, which may indicate a person's mood, personality traits, or mental state. And mitigate risk of sucide [specially in students]

If User is happy

1. Do nothing
2. Wish user
3. Some motivating video, speeches

If low stress levels Detects

Suggest user that he exercise more,painting, listening to music or hiking, or what he likes to do. Informing his gardian about stress in user Suggesting user to watch some chearfull youtube videos to lighten the mood

If high stress, depression levels or sucide tendency Detects

suggest gardians about mental health consultancy services Helpline services can be called. for eg: https://www.thelivelovelaughfoundation.org/helpline

AI part:

With Speech Processing

Prompting user to do conversation with ai chat bot using voice. Voice can be processed to find stress levels PAPER Jupiter Notebook GIthub

With Text

Analysing text from diary over a course of 5-7 days to detect signs of stress and sucide tendency . Repo for detecting stress from text using Python an Twitter tweets dataset.

All code in repos are writen in python, ie. Not hard to replicate Copyright is reserved to respective owners If any