Table 3.

YOLOv5x model parameters for each label classification category.

Category	Precision	Recall	F-score	mAP0.5
Leukocytes	0.989	0.993	0.990	0.994
Early Plasmodium trophozoites	0.908	0.866	0.886	0.938
Mature Plasmodium trophozoites	0.838	0.912	0.873	0.905