Retinal blood vessels are categorized into arteries and veins. Arteries and veins have distinct functions and characteristics. Separation of arteries and veins in retinal images by semantic segmentation is an important step in supporting the diagnosis process of various diseases. Differences in the characteristics of arteries and veins can indicate the presence of disorders in the retina. This …