AUTOMATIC CAPTION GENERATION WITH DEEP LEARNING
International Research Journal of Modernization in Engineering Technology and Science · 2024
In the field of caption generation, a system is developed to produce descriptive captions for images using natural language.This process involves understanding the content of both the image and the accompanying text.Caption generation plays a crucial role in both natural language processing and image processing domains.Recently, there has been a growing interest among researchers in employing deep learning techniques to build caption generation systems.Deep learning offers the advantage of constructing an intermediate representation that is shared between image processing and natural language processing tasks.The caption generation system comprises two main modules: an image processing module and a language model module.These modules are trained simultaneously using a dataset specifically curated for this purpose.Our experimental results highlight the effectiveness of our collaborative approach with deep learning and the improvements observed in caption generation.