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