Mental Harmony

Inspiration

Mental health can affect daily living, relationships, and physical health. In recent times with uprise of the pandemic mental stress and issues have become prominent. Looking after mental health can preserve a person’s ability to enjoy life.

What it does

Mental Harmony calculates the burnout index from a set of responses from the users(employees and school students). It also suggests the users to take rest or to consult a doctor if the burnout index is greater than a particular threshold. The interactive chatbot implemented in the app can be used by the user to ask questions related to mental health. A mental health detector is also implemented, where a user can input various answers to the questions asked in the app based on mental health which will in turn predict the state of mind of the user.

Through Mental Harmony we have successfully created a well-established web app for mental health support and help. The web app successfully provides a platform for mental health detection using a simple 5 min survey, a burnout calculator that could calculate our burnout index based on a set of questions. The web app also provides us with an interactive chatbot where the user can ask queries and doubts regarding mental health and issues and ask for support if needed

How we built it

We build it using various NLP and deep learning models in Python and deployed it on Streamlit.

Features

• Login Page
• Mental Health Chatbot
• Covid-19 Chatbot
• Mental Health Detector
• Employee Burn Rate Calculator
• Student Burn Rate Calculator ## Challenges we ran into While deploying the website on Streamlit , we had some deploying errors. We faced some difficulties while preprocessing the data files prior to training our models.

Built With

• cloud
• deeplearning
• machine-learning
• natural-language-processing
• python
• sqlite
• streamlit
• tensorflow