UGC Approved Journal no 63975(19)

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Published in:

Volume 5 Issue 12
December-2018
eISSN: 2349-5162

UGC and ISSN approved 7.95 impact factor UGC Approved Journal no 63975

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Published Paper ID:
JETIRDZ06034


Registration ID:
233470

Page Number

248-257

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Title

Deep Learning-based Face Emotion Recognition

Abstract

Abstract: There is an increased demand for facial expression recognition in various sectors such as healthcare, education, business, etc. Artificial intelligence, machine learning, and image processing are used to extract emotions from the images of faces. In this work, we used deep learning and image classification to classify the expression by recognizing the expressions. The Inception of the Image Net dataset is used to implement the proposed model and investigate the effects of image recognition. The 80% data is used for training and 20% data is used for testing purposes. The model is tested in the classification of images concerning 7 classes: angry, disgust, happy, sad, surprise, fear and neutral. The proposed model gives the approximate 41% accuracy.

Key Words

Keywords: Face emotion recognition, Deep Learning, Machine Learning, Classification of images,

Cite This Article

"Deep Learning-based Face Emotion Recognition", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.5, Issue 12, page no.248-257, December 2018, Available :http://www.jetir.org/papers/JETIRDZ06034.pdf

ISSN


2349-5162 | Impact Factor 7.95 Calculate by Google Scholar

An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 7.95 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator

Cite This Article

"Deep Learning-based Face Emotion Recognition", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.5, Issue 12, page no. pp248-257, December 2018, Available at : http://www.jetir.org/papers/JETIRDZ06034.pdf

Publication Details

Published Paper ID: JETIRDZ06034
Registration ID: 233470
Published In: Volume 5 | Issue 12 | Year December-2018
DOI (Digital Object Identifier):
Page No: 248-257
Country: -, -, - .
Area: Other
ISSN Number: 2349-5162
Publisher: IJ Publication


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