Research Article

Image Recognition of Crop Diseases and Insect Pests Based on Deep Learning

Table 3

Use image information entropy as standard.

ItemArtificialDegenerateParameterAugTranBCRM

Gaussian blur3.62.972.941.583.083.6
Gaussian noise4.112.354.144.284.392.42
Test set4.35.794.735.935.133.57
SMCNL3.161.091.954.884.832.96
EFFL4.364.075.22.323.91.79
MEMA-I1.256.024.692.421.812.28