Image Annotation serves as an essential component in the domains of artificial intelligence (AI) and machine learning (ML), facilitating the ability of machines to identify and interpret images with a level of accuracy akin to that of humans. This process is vital in various applications, ranging from autonomous vehicles to healthcare diagnostics, as it significantly contributes to the training of AI models in comprehending the visual environment.