In this modern and world busy world life of students has become stressful, and we cannot tell whether a student is in good mood or bad while learning lecture to solve this problem we have come up with this idea to create a smart system that can identify student's mood from his/her facial expressions
Facial expression (mood) recognition from facial images
In this modern and world busy world life of students has become stressful, and we cannot tell whether a student is in good mood or bad while learning lecture to solve this problem we have come up with this idea to create a smart system that can identify student's mood from his/her facial expressions in real time using facial recognition and then we can design our lectures that way so students can learn as much as possible. we are using a computer system with a camera to detect facial expressions.
To see the facial expressions of the teachers as to what they are doing to the students and not to the students. We can change that too.
To find out student's behavior by looking at the facial expressions of students while receiving lectures.
To provide innovative solutions to make better learning experience for students.
To be able to see student’s mood from their facial expressions.
We have used visual code as our code editor we have used javascript as main programming language in our project and to apply facial expressions and filter the frame for emotion or mode recognition we have use javascript api and created our own logics to detect mood or emotions from a frame we have limited resources we can scale up this project if get funded in our project
Detecting emotions or mood of human with technology is quite a challenging task, yet one where machine learning algorithms have shown great promise. By using Facial Emotion Recognition, businesses can process images, and videos in real-time for monitoring video feeds or automating video analytics, thus saving costs and making life better for their users.
This project will help us to make better learning experience better decision making in real time environment like education, business sector we can gain benefits of machine learning to detect and analyze human emotions and moods in different learning working scenarios
| Item Name | Type | No. of Units | Per Unit Cost (in Rs) | Total (in Rs) |
|---|---|---|---|---|
| Camera | Equipment | 1 | 20000 | 20000 |
| Laptop | Equipment | 1 | 50000 | 50000 |
| Total in (Rs) | 70000 |
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