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INTERNATIONAL JOURNAL OF CREATIVE RESEARCH THOUGHTS - IJCRT (IJCRT.ORG)
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ISSN Approved Journal No: 2320-2882 | Impact factor: 7.97 | ESTD Year: 2013
Call For Paper - Volume 12 | Issue 7 | Month- July 2024
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Paper Title
HUMAN EMOTION DETECTION USING HAAR-CASCADE AND CNN
Authors
NAGAMANIKANTA KRISHNA JYOTHULA, NALINI PRASAD TIRUMANI, CHANDINI KAYALA, AAKAASH CHOWDARY MALEMPATI, MANURU VENKATA SATYASRI ABHINAV
Keywords
Face Expression Recognition, Convolutional Neural Networks, Haar-cascade, FER-2013 data set
Abstract
In this research, we present a method for teaching convolutional neural networks to recognize facial expressions in a computer (CNN) and Haar cascade method is used to detect the face before emotion recognition. The datasets from FER-2013 were utilized to train the CNN algorithm. This achieves a decent level of accuracy for training and testing points. This work makes use of the FER-2013 expression data set, which includes seven facial expression labels (happy, sad, surprised, fear, anger, disgust, and neutral). This system managed to achieve an acceptable level of accuracy.
IJCRT's Publication Details
Unique Identification Number - IJCRT2303338
Paper ID - 232527
Page Number(s) - c969-c975
Pubished in - Volume 11 | Issue 3 | March 2023
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Publisher Name - IJCRT | www.ijcrt.org | ISSN : 2320-2882
E-ISSN Number - 2320-2882
Cite this article
NAGAMANIKANTA KRISHNA JYOTHULA, NALINI PRASAD TIRUMANI, CHANDINI KAYALA, AAKAASH CHOWDARY MALEMPATI, MANURU VENKATA SATYASRI ABHINAV, "HUMAN EMOTION DETECTION USING HAAR-CASCADE AND CNN", International Journal of Creative Research Thoughts (IJCRT), ISSN:2320-2882, Volume.11, Issue 3, pp.c969-c975, March 2023, Available at :http://www.ijcrt.org/papers/IJCRT2303338.pdf
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ISSN: 2320-2882 Impact Factor: 7.97 and ISSN APPROVED Journal Starting Year (ESTD) : 2013
ISSN and 7.97 Impact Factor Details
ISSN: 2320-2882 Impact Factor: 7.97 and ISSN APPROVED Journal Starting Year (ESTD) : 2013
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