Artificial intelligence has transformed the way machines interpret and interact with visual information. From autonomous vehicles recognizing pedestrians to healthcare systems identifying abnormalities in medical scans, computer vision has become a cornerstone of modern AI applications. However, the effectiveness of these systems depends on one critical factor—high-quality image...