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 precise object recognition and scene analysis. This essential process allows AI systems to interpret visual information, thereby supporting applications such as self-driving vehicles, medical diagnostics, and retail data analysis.