Crafting Captivating Narratives: Enhancing Image Captioning Through Encoder-Decoder Architectures

This research work aims to develop an image captioning system utilizing deep learning techniques. The pre-trained VGG-16 model is employed to extract image features, while an innovative encoder-decoder architecture is used to generate descriptive captions. To ensure compatibility with the model, pre...

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Bibliographic Details
Published in:	2024 International Conference on Data Science and Network Security (ICDSNS) pp. 1 - 6
Main Authors:	Arul Mary S A, Sahaaya, Kumar Pandey, Adamya, Jha, Aadarsh, Sharma, Kartikay, Shohel, Mohmad, B, Natarajan
Format:	Conference Proceeding
Language:	English
Published:	IEEE 26.07.2024
Subjects:	BLEU score Computer architecture Deep learning Feature extraction Generators image captioning LSTM Measurement natural language processing Network security Real-time systems Tokenization Training transfer learning VGG-16 Vocabulary
Online Access:	Get full text
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