UGC Approved Journal no 63975(19)

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

Volume 7 Issue 5
May-2020
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:
JETIRDV06025


Registration ID:
231855

Page Number

111-114

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Title

Image Tagging

Abstract

In this current world, the need for tagging an image has been increased. Social media plays a major role in people’s lives, which created the need for image tagging. People’s phones and systems are dumped with images without proper tags and it is hard to find an image. Previous image tagging models have a limitation such that it could only tag personal images and the web images will not be tagged. Image tagging is based on labelling or tagging images. The technology enables the automatic assignment of tags or relevant keywords to a vast collection of images using Transfer learning. The features extracted from the image using CNN are fed into an artificial neural network. The tags predicted by neural network is mapped to word vector model, which are then added along with the Zero shot tagging that has the ability to assign tags to images outside its own training class examples. We experiment with a large scale MLflickr-25k dataset.

Key Words

ImageTagging,Transferlearning,Convolutional neural network.

Cite This Article

"Image Tagging", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.7, Issue 5, page no.111-114, May-2020, Available :http://www.jetir.org/papers/JETIRDV06025.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

"Image Tagging", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.7, Issue 5, page no. pp111-114, May-2020, Available at : http://www.jetir.org/papers/JETIRDV06025.pdf

Publication Details

Published Paper ID: JETIRDV06025
Registration ID: 231855
Published In: Volume 7 | Issue 5 | Year May-2020
DOI (Digital Object Identifier):
Page No: 111-114
Country: -, -, - .
Area: Engineering
ISSN Number: 2349-5162
Publisher: IJ Publication


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