Advancing Bengali Vision-Language Comprehension: A Deep Learning and NLP Paradigm for Image Captioning

Key Points

• Image captioning accuracy improved significantly through deep learning models, enhancing language understanding.
• The model achieved a notable caption accuracy rate of 85% on Bengali image datasets, indicating strong language and vision pairing capabilities.
• Analysis using deep learning techniques reveals novel intersections in natural language processing and computer vision fields.
• Enhancing Bengali vision-language comprehension may enable better accessibility in education and media across diverse populations.