अश्वस्थ

a decentralized app which helps to find out early signs of depression among people through their chat messages using a sentiment analysis model of emotion recognition.

अश्वस्थ

a decentralized app which helps to find out early signs of depression among people through their chat messages using a sentiment analysis model of emotion recognition.

The problem अश्वस्थ solves

we are the Generation of Stress. We are, more than seemingly ever before, dissatisfied by our realities. People are getting stressed out even about small things happening with them. This much of stress, anxiety eventually leads them to depression and even suicides.TO HELP THIS AT-RISK POPULATION WE DECIDED TO CREATE THIS PLATFORM!

Challenges we ran into

earning and implementing Gun.js and sentiment analysis model with JavaScript was quite a task, but we did that successfully. Through our model we have achieved an accuracy of 94% which is good but we are still trying to improve it.

Discussion