A Novel Deep Convolutional Neural Network Based on ResNet-18 and Transfer Learning for Detection of Wood Knot Defects

Table 2

The structure of ResNet-18.

Layer name	Output size	18-layer
Conv1		, 64, stride 2
Conv2_x		max pool, stride 2
		Conv3_x
Conv4_x
Conv5_x