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