Image Annotation plays a crucial role in the fields of artificial intelligence (AI) and machine learning (ML), as it involves the careful labeling of images to train models for effective object recognition and scene analysis. This essential process allows AI systems to interpret visual information, thereby supporting various applications such as autonomous driving, medical imaging, and retail analytics.