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