PICS: Pipeline for Image Captioning and Search

arXiv:2402.10090v1 Announce Type: cross
Abstract: The growing volume of digital images necessitates advanced systems for efficient categorization and retrieval, presenting a significant challenge in database management and information retrieval. This paper introduces PICS (Pipeline for Image Captioning and Search), a novel approach designed to address the complexities inherent in organizing large-scale image repositories. PICS leverages the advancements in Large Language Models (LLMs) to automate the process of image captioning, offering a solution that transcends traditional manual annotation methods. The approach …

abstract advanced arxiv captioning challenge complexities cs.cv cs.ir cs.lg database database management digital image images information management novel paper pipeline presenting repositories retrieval scale search systems type