INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT International Peer Reviewed & Refereed Journals, Open Access Journal ISSN Approved Journal No: 2456-4184 | Impact factor: 8.76 | ESTD Year: 2016
Scholarly open access journals, Peer-reviewed, and Refereed Journals, Impact factor 8.76 (Calculate by google scholar and Semantic Scholar | AI-Powered Research Tool) , Multidisciplinary, Monthly, Indexing in all major database & Metadata, Citation Generator, Digital Object Identifier(DOI)
An image captioning system uses both computer
vision and natural language processing modules. While the
computer vision module identifies important items or
extracts information from images, the Natural Language
Processing (NLP) module accurately constructs syntactic
and semantic picture captions. Due to its significance in
real-world applications like the analysis of enormous
amounts of raw photos and the detection of previously
unidentified patterns for machine learning applications
used to drive self-driving cars and create software that
helps the blind, a lot of people have recently developed an
interest in the automatic generation of a natural language
description or text of an image. It integrates computer
vision with natural language processing, two essential
components of artificial intelligence. In this study, image
captioning will be done using neural networks. ResNet is
used as the encoder to retrieve the image data, To create
subtitles for videos that use the built-in language, CNN is
used as an encoder to retrieve data from the picture and
neural convolutional network RNN (Long-Short-Term
Memory) as a decoder.
Keywords:
Deep learning, Natural Language Processing, Image Captioning, Visual-language, ResNet, LSTM, Recurrent Neural Network, Convolutional Neural Network
Cite Article:
"A Comprehensive Survey on Image Captioning", International Journal of Novel Research and Development (www.ijnrd.org), ISSN:2456-4184, Vol.9, Issue 3, page no.c757-c765, March-2024, Available :http://www.ijnrd.org/papers/IJNRD2403291.pdf
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ISSN:
2456-4184 | IMPACT FACTOR: 8.76 Calculated By Google Scholar| ESTD YEAR: 2016
An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 8.76 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator
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