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Title: :  IMAGE CAPTION GENERATOR USING CNN AND LSTM(GUI Application)
PaperId: :  16681
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 8 Issue 3 2022
DUI:    16.0415/IJARIIE-16681
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Rohit PawarSVPM’s College of Engineering Malegaon
Omini JadhavSVPM’s College of Engineering Malegaon
Rutuja Nalage SVPM’s College of Engineering Malegaon

Abstract

Computer Engineering
CNN, LSTM, BLEU, VGG16, Image captioning, deep learning.
Image captioning is one of the most needed requirements of today’s world. Moreover, there are some inbuilt applications that generate and provide a caption for a certain image, all these things are done with the help of deep neural network models. The process of generating a description of an image or the process by which we get to know moto of image is called image captioning. Using CNN it detects the important objects, their attributes and also relation among them in respective image. It generates syntactically and semantically correct sentences. In this project, we present a CNN LSTM Model to describe images and generate captions using computer vision and machine translation. This project aims to detect different and important objects found in an image, recognize the relationships between those objects and predicting the sequence of sentence using LSTM. The dataset used is Flickr8k and the programming language used is Python3, and with the help of the Xception model, to demonstrate the caption for image. This project will also elaborate on the functions and structure of the various Neural networks involved. Generating image captions is an important aspect of Computer Vision and Natural language processing.

Citations

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IJARIIE Rohit Pawar, Omini Jadhav, and Rutuja Nalage . "IMAGE CAPTION GENERATOR USING CNN AND LSTM(GUI Application)" International Journal Of Advance Research And Innovative Ideas In Education Volume 8 Issue 3 2022 Page 879-887
MLA Rohit Pawar, Omini Jadhav, and Rutuja Nalage . "IMAGE CAPTION GENERATOR USING CNN AND LSTM(GUI Application)." International Journal Of Advance Research And Innovative Ideas In Education 8.3(2022) : 879-887.
APA Rohit Pawar, Omini Jadhav, & Rutuja Nalage . (2022). IMAGE CAPTION GENERATOR USING CNN AND LSTM(GUI Application). International Journal Of Advance Research And Innovative Ideas In Education, 8(3), 879-887.
Chicago Rohit Pawar, Omini Jadhav, and Rutuja Nalage . "IMAGE CAPTION GENERATOR USING CNN AND LSTM(GUI Application)." International Journal Of Advance Research And Innovative Ideas In Education 8, no. 3 (2022) : 879-887.
Oxford Rohit Pawar, Omini Jadhav, and Rutuja Nalage . 'IMAGE CAPTION GENERATOR USING CNN AND LSTM(GUI Application)', International Journal Of Advance Research And Innovative Ideas In Education, vol. 8, no. 3, 2022, p. 879-887. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/IMAGE_CAPTION_GENERATOR_USING_CNN_AND_LSTM_GUI_Application__ijariie16681.pdf (Accessed : 08 August 2025).
Harvard Rohit Pawar, Omini Jadhav, and Rutuja Nalage . (2022) 'IMAGE CAPTION GENERATOR USING CNN AND LSTM(GUI Application)', International Journal Of Advance Research And Innovative Ideas In Education, 8(3), pp. 879-887IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/IMAGE_CAPTION_GENERATOR_USING_CNN_AND_LSTM_GUI_Application__ijariie16681.pdf (Accessed : 08 August 2025)
IEEE Rohit Pawar, Omini Jadhav, and Rutuja Nalage , "IMAGE CAPTION GENERATOR USING CNN AND LSTM(GUI Application)," International Journal Of Advance Research And Innovative Ideas In Education, vol. 8, no. 3, pp. 879-887, May-Jun 2022. [Online]. Available: https://ijariie.com/AdminUploadPdf/IMAGE_CAPTION_GENERATOR_USING_CNN_AND_LSTM_GUI_Application__ijariie16681.pdf [Accessed : 08 August 2025].
Turabian Rohit Pawar, Omini Jadhav, and Rutuja Nalage . "IMAGE CAPTION GENERATOR USING CNN AND LSTM(GUI Application)." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 8 number 3 (08 August 2025).
Vancouver Rohit Pawar, Omini Jadhav, and Rutuja Nalage . IMAGE CAPTION GENERATOR USING CNN AND LSTM(GUI Application). International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2022 [Cited : 08 August 2025]; 8(3) : 879-887. Available from: https://ijariie.com/AdminUploadPdf/IMAGE_CAPTION_GENERATOR_USING_CNN_AND_LSTM_GUI_Application__ijariie16681.pdf
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