Strain Analysis Based On Eye Blinking

Build a system that monitors and alerts a person if he is getting stressed based on some critical parameters like the eye aspect ratio

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  • ( 72 )
  • guided-inn1
    10 Hrs
  • guided-inn1
    Basic
Project Description
Blinking is a reflex, which means your body does it automatically. Babies and children only blink about two times per minute. By the time you reach adolescence that increases to 14 to 17 times per minute. 
Detecting eye blinks is important for instance in systems that monitor a human operator vigilance, e.g. driver drowsiness, in systems that warn a computer user staring at the screen without blinking for a long time to prevent the dry eye and the computer vision syndromes, in human-computer interfaces that ease communication for disabled people. There should be an application that monitors to let the user know that he might get strained.
A neural network model is built which alerts the user if eyes are getting strained. This model uses the integrated webcam to capture the face (eyes) of the person. It captures the eye movement and counts the number of times a person blinks. If blink count deviates from the average value (if the number of blinks is less or more), then an alert is initiated by playing an audio message along with a  popup message is displayed on the screen appropriately.

Technical Architecture:




Project Activities

Skills you will develop

  • Python
  • Open CV

Mentor

pradeepthi duggaraju
pradeepthi duggaraju

AI Developer

Mentor Rating star-fill4.8 / 5 (6)

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Reviews
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SYED RAZA

American University of Sharja, Sharja,UAE

It was a fruitful experience. A clear road map was provided to follow throughout the project along with an in-depth introduction of the packages required. The guided labs were extremely helpful and easy to follow.

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Harshitha Josyula

GITAM University,Hyderabad, India

The Guided Projects were not only based on solving real world problems but were also really informative, the smartinternz platform has each and every step in detail and even though if we were stuck at any point the Mentors would help us to resolve all our queries. overall it was a great experience.

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Anuraag Moharana

College of Engineering and Technology, Bhubaneswar, Odisha, India

I took Part of Aritificial Intelligence Guided Project from Smartinternz, it was a wonderful experience and highly motivating, It's a very innovative and smart platform for internships. It provides smarter ways of guiding and interacting with participants and educating through guided labs and projects. It really helped me in giving a boost to my career.