Table 6 Residual block removal from the C 3, C 4 and C 5 in An optimised YOLOv 4 deep learning model for efficient malarial cell detection in thin blood smear images

Table 6 Residual block removal from the C3, C4 and C5 layers of the CSPDarknet53 backbone ModificationsModelsRes-block bodiesResidual blocks (n)Before AfterResidual blocks pruningYOLOv4-RC3C38 3YOLOv4-RC4C48 3YOLOv4-RC5C54 2YOLOv4-RC3_4 C3 and C48, 8 3, 3YOLOv4-RC3_5 C3 and C58, 4 3, 2 YOLO You Only Look Once (model)