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Problem Statement

As we all know, the health status of many is getting worst due to work stress and anxiety. Depression has become the biggest problem for people. Most of the youth responsible for the growth of a country are crippled in the chains of depression and anxiety, thus slowing down developmental activities. Sadly, the problem is suffered by many yet not discussed openly. So here we the team "Ideavengers" bring a caretaker "CARESS" for all of them who suffer from the same but hesitate to tell.

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Solution & Implementation

1 . Firstly the user sign up and login in the application.

2. Basic Information of user, his friend/well wisher/guardian or any specialist doctor is taken for future use and profile display.

3. Instructions are given to connect the app with the smart watch.

4. After submitting the details and setting up the watch with app, the application ask for various permissions such as track activity, phone usage and personalized google account permissions

5. As soon as you give your google account access, data of your current vitals is shown on the screen which is updated after every 2 minutes.

6. If there is a spike in the heart rate(>100), user receives an alert notification. The alert notification suggests you to stop using an particular app(correctly 70% of the time) and provides you the facility to call your friend on a single tap. Also an email about the same is delivered to the friend/well wisher or specialist whose information was collected previously. Emails are sent after a duration of 3 hours only.

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7. Application also consists of articles page(contains articles related to mental health) and profile page which consists the data of user which can be updated frequently.�

8. Application also provides you with facility of self assessment of various mental health disorders such as Depression, PTSD, schizophrenia, addiction and anxiety. After taking the self assessment tests the results are shared with the specialist/doctor via an email.

9. Helpline page is there in the application which includes helpline numbers and website links of 11 mental health healing websites for support. Call to any organization can be just made by a single tap on the contact tile.

10. One differentiating feature of the app is the smart stress analysis which works on a backend based ML model integrated using flask REST API. This smart stress analysis takes two inputs which is body temperature and no of steps you walked in past 10 minutes and based on these values and dataset which we are using in the backend, Application determines the probability level of stress you are having

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Technology Stack:�

Flutter
Dart
Firebase
Flask API
Google Fit API
scikit-learn
Pandas�

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WOW FACTOR!

If there is a spike in the heart rate(>100), user receives an alert notification. The alert notification suggests you to stop using an particular app(correctly 70% of the time) and provides you the facility to call your friend on a single tap. Also an email about the same is delivered to the friend/well wisher or specialist whose information was collected previously. Emails are sent after a duration of 3 hours only.

On a single tap the user gets stress analysis which is predicted using a ML Model which is trained over two parameters one is the temperature of the body in Fahrenheits and other Step Count (for last 10 mins) which is fetched from Goggle Fit API which senses these parameters from an Android Smart Watch.
This Model returns three level of stress 0 for low, 1 for normal and 2 for high.

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FUTURE WORK

Social Media Segmentation- To fetch one’s Social Media Posts, Messages and Screen Time. For example we can use Twitter Developer API’s to fetch one past tweets to judge one’s mental state.

Increase Accuracy of ML Model- To introduce and train a better ML model with better data which we get from the app. More data can help us predict with better accuracy and hence the model will be more reliable.

Embedded Training and support Videos – Integrate Mental Health Training videos for members which would suggest them various exercises to boost mental health. Simultaneously we’ll provide a peer to peer interaction of mental health experts in support of the same.

Live Mental health webinars and sessions –We could also integrate live webinars like feature in our app where special guests and renowned specialist will share their view and suggestions over mental illness.