A cell P system with membrane division and dissolution rules for soybean leaf disease recognition

Table 2 Detailed configuration of DDC-P system

Membrane labelling	Configuration	Input shape	Output shape
Input	Conv (k = 3, s = 2), BN, ReLU	256 × 256 × 3	63 × 63 × 64
	Conv (k = 3, s = 1), BN, ReLU
	Maxpool (k = 3, s = 2)
SGEFA₁	Conv (k = 1, s = 1), BN, ReLU	63 × 63 × 64	63 × 63 × 64
	PWConv (k = 1, s = 1)	63 × 63 × 64	63 × 63 × 32
	EFA	63 × 63 × 32	63 × 63 × 32
	PWConv (k = 1, s = 1)	63 × 63 × 32	63 × 63 × 48
	DWConv (k = 3, s = 2)	63 × 63 × 48	63 × 63 × 48
•••
SGEFA_n	Conv (k = 3, s = 2), BN, ReLU	63 × 63 × 64	63 × 63 × 64
	PWConv (k = 1, s = 1)	63 × 63 × 64	63 × 63 × 32
	EFA	63 × 63 × 32	63 × 63 × 32
	PWConv (k = 1, s = 1)	63 × 63 × 32	63 × 63 × 48
	DWConv (k = 3, s = 2)	63 × 63 × 48	63 × 63 × 48
EFA	Conv (k = 3, s = 1), BN, ReLU	63 × 63×[48×n]	63 × 63 × 128
EFA	EFA	63 × 63 × 128	63 × 63 × 128
Output	Conv (k = 1, s = 1), BN, ReLU	63 × 63 × 128	1 × 1 × 3
	GAP
	FC

ISSN: 1746-4811