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INTERNATIONAL JOURNAL OF CREATIVE RESEARCH THOUGHTS - IJCRT (IJCRT.ORG)
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ISSN Approved Journal No: 2320-2882 | Impact factor: 7.97 | ESTD Year: 2013
Call For Paper - Volume 12 | Issue 7 | Month- July 2024
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Published Paper Details:
Paper Title
GENERATING CAPTIONS FOR IMAGES GIVEN BY USERS
Authors
Soniya Jadhav, Swarnim Mudaliar, Kavach Shah, Torana Kamble
Keywords
Computer Vision ,Object Detection Convolutional Neural Network (CNN) , Recurrent Neural Network (RNN) , Long Short Term Memory (LSTM) .
Abstract
Recent developments in the field of computer vision and object detection have allowed for an increased interest in the concept of image caption generation. Various researchers have worked on this topic and have produced impressive results. In this paper, we discuss the latest techniques used for the generation of captions from any given input image. The paper elaborates on the latest approach towards solving the problem of caption generation, namely by focusing on the use of a Convolutional Neural Networks (CNN) based model for feature extraction and a Long-Short Term Memory (LSTM) based Recurrent Neural Network model for generating meaningful captions. Furthermore, the existence of huge datasets like Flickr30k , Kaggle and MS COCO, along with greater computational power, allow for increased accuracy in the built models.
IJCRT's Publication Details
Unique Identification Number - IJCRT2204560
Paper ID - 218433
Page Number(s) - e822-e824
Pubished in - Volume 10 | Issue 4 | April 2022
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Publisher Name - IJCRT | www.ijcrt.org | ISSN : 2320-2882
E-ISSN Number - 2320-2882
Cite this article
Soniya Jadhav, Swarnim Mudaliar, Kavach Shah, Torana Kamble, "GENERATING CAPTIONS FOR IMAGES GIVEN BY USERS", International Journal of Creative Research Thoughts (IJCRT), ISSN:2320-2882, Volume.10, Issue 4, pp.e822-e824, April 2022, Available at :http://www.ijcrt.org/papers/IJCRT2204560.pdf
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ISSN: 2320-2882 Impact Factor: 7.97 and ISSN APPROVED Journal Starting Year (ESTD) : 2013
ISSN and 7.97 Impact Factor Details
ISSN: 2320-2882 Impact Factor: 7.97 and ISSN APPROVED Journal Starting Year (ESTD) : 2013
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