Table 6.
The accuracy (%) of the CNN models with image size = 128. 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 94.9 98.7 100.0 99.1 99.3 99.9
Cypress 96.5 97.7 98.2 99.5 99.7 100.0
Korean Pine 89.3 93.4 99.0 91.2 89.9 90.8
Korean Red Pine 95.2 98.7 99.9 90.1 99.1 96.7
Larch 94.7 98.3 99.6 96.0 99.3 100.0
Average 94.1 97.4 99.3 95.2 97.5 97.5
Standard Deviation 2.5 2.0 0.7 3.9 3.8 3.6