Introduction:  Image Annotation plays a crucial role in the field of computer vision, acting as the essential link between unprocessed visual data and the comprehension capabilities of intelligent machines. Through the careful labeling of images, we empower machines to analyze and understand visual information, a skill that has extensive applica