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Title: :  Image and Video Caption Generator
PaperId: :  19853
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 9 Issue 2 2023
DUI:    16.0415/IJARIIE-19853
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Princy Meshram Priyadarshini College of Engineering Nagpur
Prof. Namrata KhadePriyadarshini College of Engineering Nagpur
Sakshi Pote Priyadarshini College of Engineering Nagpur
Vaishnavi Bodhale Priyadarshini College of Engineering Nagpur
Kirti Kawale Priyadarshini College of Engineering Nagpur
Rutika Wadaskar Priyadarshini College of Engineering Nagpur

Abstract

Computer Science and Engineering
Video , Image , Caption, Generator, Machine Learning , LSTM , Neural Network , Image Processing
Images are visual memories that have a profound impact on the human encephalon, allowing us to recall specific information about a location, a certain person, or an object that we have captured in an instant. However, not all of the images are recognised, and a precise description of them is required to comprehend exactly what the image consists of. Deep learning and computer vision are used to understand the context of an image and classify it appropriately. It comprises labelling a photograph with English keywords by utilising datasets made available during model training. The CNN model Xception is trained using the imagenet dataset. Xception is in charge of image feature extraction. These recovered features will be used to modify the LSTM model in order to generate the image caption. Applications that automatically try to provide captions or explanations relating to photo and video frames have a lot of potential when using deep learning-based approaches. Captioning for photographs and videos is regarded as a key issue in imaging science. Among the application domains are general-purpose robot vision systems, automatically creating captions (or explanations) for images and videos for people with varying degrees of visual impairment, and many other application sectors. Each of these application groups would benefit greatly from additional task-concrete applications.

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IJARIIE Princy Meshram , Prof. Namrata Khade, Sakshi Pote , Vaishnavi Bodhale , Kirti Kawale , and Rutika Wadaskar . "Image and Video Caption Generator" International Journal Of Advance Research And Innovative Ideas In Education Volume 9 Issue 2 2023 Page 2528-2534
MLA Princy Meshram , Prof. Namrata Khade, Sakshi Pote , Vaishnavi Bodhale , Kirti Kawale , and Rutika Wadaskar . "Image and Video Caption Generator." International Journal Of Advance Research And Innovative Ideas In Education 9.2(2023) : 2528-2534.
APA Princy Meshram , Prof. Namrata Khade, Sakshi Pote , Vaishnavi Bodhale , Kirti Kawale , & Rutika Wadaskar . (2023). Image and Video Caption Generator. International Journal Of Advance Research And Innovative Ideas In Education, 9(2), 2528-2534.
Chicago Princy Meshram , Prof. Namrata Khade, Sakshi Pote , Vaishnavi Bodhale , Kirti Kawale , and Rutika Wadaskar . "Image and Video Caption Generator." International Journal Of Advance Research And Innovative Ideas In Education 9, no. 2 (2023) : 2528-2534.
Oxford Princy Meshram , Prof. Namrata Khade, Sakshi Pote , Vaishnavi Bodhale , Kirti Kawale , and Rutika Wadaskar . 'Image and Video Caption Generator', International Journal Of Advance Research And Innovative Ideas In Education, vol. 9, no. 2, 2023, p. 2528-2534. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/Image_and_Video_Caption_Generator_ijariie19853.pdf (Accessed : ).
Harvard Princy Meshram , Prof. Namrata Khade, Sakshi Pote , Vaishnavi Bodhale , Kirti Kawale , and Rutika Wadaskar . (2023) 'Image and Video Caption Generator', International Journal Of Advance Research And Innovative Ideas In Education, 9(2), pp. 2528-2534IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/Image_and_Video_Caption_Generator_ijariie19853.pdf (Accessed : )
IEEE Princy Meshram , Prof. Namrata Khade, Sakshi Pote , Vaishnavi Bodhale , Kirti Kawale , and Rutika Wadaskar , "Image and Video Caption Generator," International Journal Of Advance Research And Innovative Ideas In Education, vol. 9, no. 2, pp. 2528-2534, Mar-App 2023. [Online]. Available: https://ijariie.com/AdminUploadPdf/Image_and_Video_Caption_Generator_ijariie19853.pdf [Accessed : ].
Turabian Princy Meshram , Prof. Namrata Khade, Sakshi Pote , Vaishnavi Bodhale , Kirti Kawale , and Rutika Wadaskar . "Image and Video Caption Generator." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 9 number 2 ().
Vancouver Princy Meshram , Prof. Namrata Khade, Sakshi Pote , Vaishnavi Bodhale , Kirti Kawale , and Rutika Wadaskar . Image and Video Caption Generator. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2023 [Cited : ]; 9(2) : 2528-2534. Available from: https://ijariie.com/AdminUploadPdf/Image_and_Video_Caption_Generator_ijariie19853.pdf
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