AI-DRIVEN IMAGE DESCRIPTION
International Research Journal of Modernization in Engineering Technology and Science · 2024
In today's digital age, understanding and describing images using natural language is crucial.Image captioning, a field at the intersection of computer vision and natural language processing, automates the generation of descriptive captions for images.This project explores image captioning, employing deep learning techniques to bridge visual data and human-like language understanding.We review foundational concepts, including CNNs for image features and RNNs for language generation, and discuss advancements in attention mechanisms and transformers.Our novel image captioning architecture demonstrates effectiveness on benchmark datasets, generating accurate and relevant captions for a variety of images.This project advances AI-driven visual comprehension and promotes responsible technology, contributing to academia, industry, and society.