Facial emotion recognition for students using machine learning
By: Singh, V. Pandimurugan Angad
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Publisher: Haryana IOSR - International Organization of Scientific Research 2022Edition: Vol.24(6), Nov-Dec.Description: 4-8p.Subject(s): Computer EngineeringOnline resources: Click here
In:
IOSR Journal of Computer Engineering (IOSR-JCE)Summary: Nowadays, machine learning and artificial in intelligence is having a major impact on humans,CNN
has be used for facial recognition in students .In our work, we developed a system that recognizes
students' emotionswhich will help us in getting information about their mental wellbeing. Our projecthas
threesteps: face logging in to the model,giving camera permission and emotion recognition using machine
learning using seven types of expressions. Obtained results can then be shared with the school or college
management. Emotion recognition is a way of identifying human emotions, most commonly from facial
expressions. If a student is showing the emotion of sadness or fear for a very long time an alert can be sent to
the school counsellor in order to check on the student. In this paper, we have also compared various other
studies in the field of FER and noted down the improvements and drawbacks from other papers. We intend on
focusing on the mental health of other students and prevent of suicide. In this project we have used machine
Learning using deep learning. Deep learning using CNN. Using libraries like NumPy, pandas and deep face
and also used technologies like flask and java script.
| Item type | Current location | Call number | Status | Date due | Barcode | Item holds |
|---|---|---|---|---|---|---|
Articles Abstract Database
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School of Engineering & Technology Archieval Section | Not for loan | 2023-0326 |
Nowadays, machine learning and artificial in intelligence is having a major impact on humans,CNN
has be used for facial recognition in students .In our work, we developed a system that recognizes
students' emotionswhich will help us in getting information about their mental wellbeing. Our projecthas
threesteps: face logging in to the model,giving camera permission and emotion recognition using machine
learning using seven types of expressions. Obtained results can then be shared with the school or college
management. Emotion recognition is a way of identifying human emotions, most commonly from facial
expressions. If a student is showing the emotion of sadness or fear for a very long time an alert can be sent to
the school counsellor in order to check on the student. In this paper, we have also compared various other
studies in the field of FER and noted down the improvements and drawbacks from other papers. We intend on
focusing on the mental health of other students and prevent of suicide. In this project we have used machine
Learning using deep learning. Deep learning using CNN. Using libraries like NumPy, pandas and deep face
and also used technologies like flask and java script.
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