Recent advancements towards computer vision have revolutionized automated erythrocyte classification for hematology. Deep learning algorithms possess the ability to analyze microscopic images for erythrocytes with remarkable accuracy. These algorithms have been educated on large datasets featuring labeled erythrocyte images, enabling them which the