Recent advancements towards computer vision have revolutionized automated erythrocyte classification in hematology. Deep learning algorithms possess the ability to analyze microscopic images of erythrocytes with remarkable accuracy. These algorithms learn on large datasets of labeled erythrocyte images, enabling them to distinguish between various