UGC Approved Journal no 63975(19)

ISSN: 2349-5162 | ESTD Year : 2014
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Published in:

Volume 9 Issue 5
May-2022
eISSN: 2349-5162

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

7.95 impact factor calculated by Google scholar

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Published Paper ID:
JETIR2205C46


Registration ID:
403391

Page Number

l313-l317

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Title

'Age and Gender Prediction Using Python'

Abstract

With the new General Data Protection Regulation, there has been a lot of concerns when it comes to saving personal and sensitive data. As a result, there is a necessity to gather information without storing any data that could be considered sensitive, and that could identify the person to which it belongs to. Our motivation was to create a system that could be used to gather information about the people that visit commercial areas, using their surveillance systems as input to the application. In the present work, we developed a system capable of gathering age and gender information from people based on images, using Deep Learning. Such system was built using a face detection model based on the GoogLeNet deep neural network and on a Wide Residual Network for age and gender classification, supported by a Siamese Network for the latter. The outcome is, to the best of our knowledge, the first available implementation that makes use of Wide Residual Networks and Siamese Networks at the same time for gender classification.

Key Words

Face Detection; Deep Learning; Convolutional Neural Network; Gender Prediction; Artificial Intelligence; Age Classification.

Cite This Article

"'Age and Gender Prediction Using Python'", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.9, Issue 5, page no.l313-l317, May 2022, Available :http://www.jetir.org/papers/JETIR2205C46.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

"'Age and Gender Prediction Using Python'", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.9, Issue 5, page no. ppl313-l317, May 2022, Available at : http://www.jetir.org/papers/JETIR2205C46.pdf

Publication Details

Published Paper ID: JETIR2205C46
Registration ID: 403391
Published In: Volume 9 | Issue 5 | Year May-2022
DOI (Digital Object Identifier):
Page No: l313-l317
Country: Pune, Maharashtra, India .
Area: Engineering
ISSN Number: 2349-5162
Publisher: IJ Publication


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