The field of medical assessment is continuously evolving from the adoption of artificial intelligence (AI). One particularly noteworthy application lies in the automatic classification of red blood cells, a crucial task for pinpointing various hematological disorders. AI algorithms, educated on large datasets of red blood cell images, can effective