Smart stress detection

Project Title

Smart stress detection

Project Area of Specialization Internet of ThingsProject Summary

Our project is about detecting stress in real life from the wrist watch with good accuracy and low price. The stress is recognized by smart wrist devices and shows the user stress level in the mobile application and also provides suggestions according to stress conditions. It sends notification messages to close relatives to help them and their psychologist get stress states in real time which is more effective to treat the user. The signals detected by wrist through the sensors of heart rate, pulse rate and skin temperature are sent to the cloud where we set up train datasets where these three signals match and give results  then these results showed to the user and according to results generates suggestions in the application  and sends notifications.

Project Objectives

• To avoid psychological tests
•  Notify the user automatically based on the stress level of individual
• To reduce the stress level while the  stress rate is high
• To Reduce the sucide rate while the stress level is high

Project Implementation Method

first we develop a hardware deivce for taking the signals from the user with the help of sensor The second step is to train the algorithm .using datasets with the help of machine learning .The third step is the usage of application in real time to get results to evaluate the system. The third step is the usage of application in real time to get results to evaluate the system The plus one step is comparing the results of this system with traditional or existing system’s results to perform analysis for the sake of accuracy. In this step, the results generated in the second step will be compared and measured against the usability for the system while practicing the efficiency, effectiveness and satisfaction  parameters.

Benefits of the Project

over project help  in everya t can help the user to easily to take care of his self. and come out from the stress easily with the help of over suggestion and help t thier family members and doctors to know about the person stress level because the chronic stress prvent many diseases and help them to

Technical Details of Final Deliverable

for harware we use sensors BVP (BLood volume pulse), GSR (galvanic skin response)  HR (Heart rate)

microcontroller 

wires and Board

firebase for cloud 

Machine learning algoritms 

flutter for mobile appllication 

 Fitbit watch for testing

Final Deliverable of the Project HW/SW integrated systemCore Industry HealthOther Industries IT Core Technology Internet of Things (IoT)Other TechnologiesSustainable Development Goals Good Health and Well-Being for PeopleRequired Resources

Item Name	Type	No. of Units	Per Unit Cost (in Rs)	Total (in Rs)
			Total in (Rs)	60200
GSR sensor	Equipment	2	4000	8000
finger clip heart rate sensor	Equipment	2	3500	7000
microcontroller	Equipment	2	1500	3000
fitbit smart watch	Equipment	1	35000	35000
boards and wires	Equipment	6	200	1200
BVP	Equipment	1	5000	5000
Heart rate	Equipment	2	500	1000