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Title: :  Student Evaluation Using Face Emotion Recognition
PaperId: :  14518
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 7 Issue 3 2021
DUI:    16.0415/IJARIIE-14518
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Ishwari Yeshwant JadTSSM's Bhivrabai Sawant College of Engineering
Anjali Avinash KadamTSSM's Bhivrabai Sawant College of Engineering
Shreya Shriram DeshpandeTSSM's Bhivrabai Sawant College of Engineering
Kapil Anil JadhavTSSM's Bhivrabai Sawant College of Engineering

Abstract

Computer Engineering
Machine Learning, Image Processing, Feature Extraction, Segmentation.
Student Evaluation Using Face Emotion Recognition" is introduced in this system. Many students in the institute do not mentally attend lectures, and as a result, they do not grasp the concepts of the lecture. For this implementation, OpenCV technology and the Convolution Neural Network (CNN) Machine Learning Algorithm is used. This framework is built on deep learning technology, which can greatly improve teaching and learning interactivity. To get the picture frame sequence, first separate the video stream. Then, after extracting the valid data with the classroom analysis module, mark the face section with the Mask CNN model. And the eigenvalue of the face is obtained through the Exception framework. The Haar cascade is then used to analyze the students' facial expressions. It also prevents recognition of lectures caused by lack office representation. Using this system the teachers can grasp the classroom atmosphere in real time, to facilitate the adjustment of the teaching strategy in time. The outcomes of empirical experiments indicate that the proposed method performs well. In addition, the method increases teaching efficiency, allowing students to have a much more positive learning experience and satisfaction. Students who respond quickly to questions about their comprehension during a lecture will learn more quickly.

Citations

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IJARIIE Ishwari Yeshwant Jad, Anjali Avinash Kadam, Shreya Shriram Deshpande, and Kapil Anil Jadhav. "Student Evaluation Using Face Emotion Recognition" International Journal Of Advance Research And Innovative Ideas In Education Volume 7 Issue 3 2021 Page 1955-1959
MLA Ishwari Yeshwant Jad, Anjali Avinash Kadam, Shreya Shriram Deshpande, and Kapil Anil Jadhav. "Student Evaluation Using Face Emotion Recognition." International Journal Of Advance Research And Innovative Ideas In Education 7.3(2021) : 1955-1959.
APA Ishwari Yeshwant Jad, Anjali Avinash Kadam, Shreya Shriram Deshpande, & Kapil Anil Jadhav. (2021). Student Evaluation Using Face Emotion Recognition. International Journal Of Advance Research And Innovative Ideas In Education, 7(3), 1955-1959.
Chicago Ishwari Yeshwant Jad, Anjali Avinash Kadam, Shreya Shriram Deshpande, and Kapil Anil Jadhav. "Student Evaluation Using Face Emotion Recognition." International Journal Of Advance Research And Innovative Ideas In Education 7, no. 3 (2021) : 1955-1959.
Oxford Ishwari Yeshwant Jad, Anjali Avinash Kadam, Shreya Shriram Deshpande, and Kapil Anil Jadhav. 'Student Evaluation Using Face Emotion Recognition', International Journal Of Advance Research And Innovative Ideas In Education, vol. 7, no. 3, 2021, p. 1955-1959. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/Student_Evaluation_Using_Face_Emotion_Recognition_ijariie14518.pdf (Accessed : 24 May 2023).
Harvard Ishwari Yeshwant Jad, Anjali Avinash Kadam, Shreya Shriram Deshpande, and Kapil Anil Jadhav. (2021) 'Student Evaluation Using Face Emotion Recognition', International Journal Of Advance Research And Innovative Ideas In Education, 7(3), pp. 1955-1959IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/Student_Evaluation_Using_Face_Emotion_Recognition_ijariie14518.pdf (Accessed : 24 May 2023)
IEEE Ishwari Yeshwant Jad, Anjali Avinash Kadam, Shreya Shriram Deshpande, and Kapil Anil Jadhav, "Student Evaluation Using Face Emotion Recognition," International Journal Of Advance Research And Innovative Ideas In Education, vol. 7, no. 3, pp. 1955-1959, May-Jun 2021. [Online]. Available: https://ijariie.com/AdminUploadPdf/Student_Evaluation_Using_Face_Emotion_Recognition_ijariie14518.pdf [Accessed : 24 May 2023].
Turabian Ishwari Yeshwant Jad, Anjali Avinash Kadam, Shreya Shriram Deshpande, and Kapil Anil Jadhav. "Student Evaluation Using Face Emotion Recognition." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 7 number 3 (24 May 2023).
Vancouver Ishwari Yeshwant Jad, Anjali Avinash Kadam, Shreya Shriram Deshpande, and Kapil Anil Jadhav. Student Evaluation Using Face Emotion Recognition. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2021 [Cited : 24 May 2023]; 7(3) : 1955-1959. Available from: https://ijariie.com/AdminUploadPdf/Student_Evaluation_Using_Face_Emotion_Recognition_ijariie14518.pdf
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