Research Article
Image Recognition of Crop Diseases and Insect Pests Based on Deep Learning
Table 3
Use image information entropy as standard.
| Item | Artificial | Degenerate | Parameter | Aug | Tran | BCRM |
| Gaussian blur | 3.6 | 2.97 | 2.94 | 1.58 | 3.08 | 3.6 | Gaussian noise | 4.11 | 2.35 | 4.14 | 4.28 | 4.39 | 2.42 | Test set | 4.3 | 5.79 | 4.73 | 5.93 | 5.13 | 3.57 | SMCNL | 3.16 | 1.09 | 1.95 | 4.88 | 4.83 | 2.96 | EFFL | 4.36 | 4.07 | 5.2 | 2.32 | 3.9 | 1.79 | MEMA-I | 1.25 | 6.02 | 4.69 | 2.42 | 1.81 | 2.28 |
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