Generating Captions for Underwater Images Using Deep Learning Models (Record no. 236574)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 01139nam a2200145Ia 4500 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 231221s9999 xx 000 0 und d |
| 041 ## - LANGUAGE CODE | |
| Language code of text/sound track or separate title | English |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | CPCS19-1854 |
| 100 ## - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Tanay Gangey. Hardik Gourisaria. Akhilarka Jayanthi. Rama Dev P. Shylaja S S. |
| 245 #0 - TITLE STATEMENT | |
| Title | Generating Captions for Underwater Images Using Deep Learning Models |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. | |
| Date of publication, distribution, etc. | 2019 |
| 510 ## - CITATION/REFERENCES NOTE | |
| Name of source | Image captioning is a small yet important domain lying under the vast subject of Scene Understanding. Our work focusses on the generation of annotations for Underwater images in natural language. A new underwater image dataset, namely PESEmphasis5k, has been created and captioned. Our model using different variations of CNNs, LSTMs, and GRUs, when trained on our new dataset, generates captions with good accuracy. Alongside this, we introduce Parameter Wise Tally Checker as a new evaluation metrics for analyzing and evaluating models and demonstrate its usage on our captioning model. |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Deep Learning, Convolutional Neural Networks, Recurrent Neural Network, Long Short-Term Memory, Gated Recurrent Units, Image Captioning |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | Institutional repository |
| Date last seen | Total checkouts | Full call number | Accession number | Uniform resource identifier | Price effective from | Category | Lost status | Damaged status | Department | Withdrawn status | Home library | Current library | Shelving location | Entry date | Grants | Currency symbol | Conversion rate | Discount |
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| 26/01/2024 | CPCS19-1854 | IR1854 | https://www.researchgate.net/publication/331221798_Generating_Captions_for_Underwater_Images_Using_Deep_Learning_Models | 26/01/2024 | Institutional repository | Central Library | Central Library | Central Library | Central Library | CS | RS | 1 |