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Title: :  A Survey of Deep Learning Techniques for Underwater Image Classification.
PaperId: :  21232
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 9 Issue 4 2023
DUI:    16.0415/IJARIIE-21232
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
NAVEEN KUMAR Y NAMC ENGINEERING COLLEGE
DR. CHARLES AROCKIARAJ.MAMC ENGINEERING COLLEGE

Abstract

master of computer application
machine learning, deep learning, data sets. security
There have been lately occurring events that a great deal of interest in utilising deep understanding of categorise underwater photos in order to detect diverse items such as fish, plankton, coral reefs, sea grass, submarines, and sea-diver motions. This categorization is critical for monitoring the health and quality of water bodies as well as conserving endangered species. It is also used in oceanography, maritime economics and defence, environmental protection, underwater exploration, and human-robot collaboration work. The system provides a summary utilizing deep learning technologies underwater picture categorization. The backgrounds of underwater photographs are complex and uncontrolled. Deep learning models' effectiveness has prompted academics to apply them to underwater image processing. For identifying the data, the system uses a convolutional neural network (CNN), one type of deep learning technology. Effectively capture underwater photos.Deep learning models demand a vast quantity of data to be capable achieve high accuracy.We feel that the discipline using deep learning on underwater photos is still in its early stages, and that concentrated efforts from both business and academics are required to establish this as a fully developed field.Here, we may use white balance techniques to improve the underwater photographs. Finally, the experimental data demonstrate that precision.

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IJARIIE NAVEEN KUMAR Y N, and DR. CHARLES AROCKIARAJ.M. "A Survey of Deep Learning Techniques for Underwater Image Classification." International Journal Of Advance Research And Innovative Ideas In Education Volume 9 Issue 4 2023 Page 1282-1286
MLA NAVEEN KUMAR Y N, and DR. CHARLES AROCKIARAJ.M. "A Survey of Deep Learning Techniques for Underwater Image Classification.." International Journal Of Advance Research And Innovative Ideas In Education 9.4(2023) : 1282-1286.
APA NAVEEN KUMAR Y N, & DR. CHARLES AROCKIARAJ.M. (2023). A Survey of Deep Learning Techniques for Underwater Image Classification.. International Journal Of Advance Research And Innovative Ideas In Education, 9(4), 1282-1286.
Chicago NAVEEN KUMAR Y N, and DR. CHARLES AROCKIARAJ.M. "A Survey of Deep Learning Techniques for Underwater Image Classification.." International Journal Of Advance Research And Innovative Ideas In Education 9, no. 4 (2023) : 1282-1286.
Oxford NAVEEN KUMAR Y N, and DR. CHARLES AROCKIARAJ.M. 'A Survey of Deep Learning Techniques for Underwater Image Classification.', International Journal Of Advance Research And Innovative Ideas In Education, vol. 9, no. 4, 2023, p. 1282-1286. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/A_Survey_of_Deep_Learning_Techniques_for_Underwater_Image_Classification__ijariie21232.pdf (Accessed : 04 April 2025).
Harvard NAVEEN KUMAR Y N, and DR. CHARLES AROCKIARAJ.M. (2023) 'A Survey of Deep Learning Techniques for Underwater Image Classification.', International Journal Of Advance Research And Innovative Ideas In Education, 9(4), pp. 1282-1286IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/A_Survey_of_Deep_Learning_Techniques_for_Underwater_Image_Classification__ijariie21232.pdf (Accessed : 04 April 2025)
IEEE NAVEEN KUMAR Y N, and DR. CHARLES AROCKIARAJ.M, "A Survey of Deep Learning Techniques for Underwater Image Classification.," International Journal Of Advance Research And Innovative Ideas In Education, vol. 9, no. 4, pp. 1282-1286, Jul-Aug 2023. [Online]. Available: https://ijariie.com/AdminUploadPdf/A_Survey_of_Deep_Learning_Techniques_for_Underwater_Image_Classification__ijariie21232.pdf [Accessed : 04 April 2025].
Turabian NAVEEN KUMAR Y N, and DR. CHARLES AROCKIARAJ.M. "A Survey of Deep Learning Techniques for Underwater Image Classification.." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 9 number 4 (04 April 2025).
Vancouver NAVEEN KUMAR Y N, and DR. CHARLES AROCKIARAJ.M. A Survey of Deep Learning Techniques for Underwater Image Classification.. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2023 [Cited : 04 April 2025]; 9(4) : 1282-1286. Available from: https://ijariie.com/AdminUploadPdf/A_Survey_of_Deep_Learning_Techniques_for_Underwater_Image_Classification__ijariie21232.pdf
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