Novel Advance Image Caption Generation Utilizing Vision Transformer and Generative Adversarial Networks

Novel Advance Image Caption Generation Utilizing Vision Transformer and Generative Adversarial Networks

In this paper, we propose a novel method for producing image captions through the utilization of Generative Adversarial Networks (GANs) and Vision Transformers (ViTs) using our proposed Image Captioning Utilizing Transformer and GAN (ICTGAN) model. Here we use the efficient representation learning o...

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Bibliographic Details
Main Authors: Shourya Tyagi, Olukayode Ayodele Oki, Vineet Verma, Swati Gupta, Meenu Vijarania, Joseph Bamidele Awotunde, Abdulrauph Olanrewaju Babatunde
Format: Article
Language:English
Published: MDPI AG 2024-11-01
Series:Computers
Subjects:
image caption generation
vision transformer
generative adversarial networks
multi-head self-attention model
MS COCO
Online Access:https://www.mdpi.com/2073-431X/13/12/305
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