Table 5.
The accuracy (%) of the CNN models with image size = 64. The Accuracy Test Set was used for accuracy test for automatic identification of the five Korean softwoods

Species	LeNet	LeNet2	LeNet3	MiniVGGNet	MiniVGGNet2	MiniVGGNet3
Cedar	99.1	99.6	100.0	100.0	100.0	94.6
Cypress	83.0	93.1	99.8	90.9	95.7	92.2
Korean Pine	90.9	93.5	63.7	99.8	98.6	99.3
Korean Red Pine	97.0	96.1	96.4	76.5	87.0	82.4
Larch	92.6	94.8	98.3	81.6	78.4	80.3
Average	92.5	95.4	91.6	89.8	91.9	89.8
Standard Deviation	5.6	2.3	14.0	9.5	8.1	7.3