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)
In this project, we leverage the power of deep learning, specifically employing Convolutional Neural Networks (CNN) and Long Short-Term Memory (LSTM) networks to develop an image caption generator. This innovative endeavor capitalizes on the vast datasets and computational capabilities available in the realm of deep learning. Our goal is to create a system that can comprehend the content of an image and articulate it in English. This survey paper delves into the fundamental concepts of image captioning and outlines common methodologies. Key tools in our arsenal include the Keras library, numpy, and Jupyter notebooks. Additionally, we explore the utilization of the Flickr dataset and CNNs for image classification within the context of our project.
Keywords:
Deep learning techniques, Generate captions, Concepts of image captioning.
Cite Article:
"GENERATING IMAGE CAPTIONS BASED ON DEEP NEURAL NETWORKS", International Journal of Novel Research and Development (www.ijnrd.org), ISSN:2456-4184, Vol.8, Issue 9, page no.b364-b374, September-2023, Available :http://www.ijnrd.org/papers/IJNRD2309143.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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