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