In the swiftly advancing domain of artificial intelligence (AI) and machine learning (ML), data annotation is vital for training models to accurately identify and interpret images. Image data annotation involves the process of assigning metadata to images, thereby facilitating AI models in learning from organized information. Whether applied in autonomous vehicles, medical imaging, or retail sectors, accurate image annotation is crucial for the development of high-performance AI systems.