Mental health can affect daily living, relationships, and physical health. In recent times with the uprise of the pandemic mental stress and issues have become prominent. Looking after mental health can preserve a person’s ability to enjoy life. A mental health detector is also implemented where a user can input various questions asked by the app based on mental health with which the current state of mind of the user can be predicted for further medical attention if needed. Determines the mental state of the person based on questions and text data.
With 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.
Challenges we ran into
While deploying the website, we were facing some deploying errors. We faced some difficulties while preprocessing the data files prior to training our models.
Built With
- ml
- natural-language-processing
- python
- sklearn
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