Research Article
Image Recognition of Crop Diseases and Insect Pests Based on Deep Learning
Table 4
For multistage quality classification.
| | Item | ResNet | MnasNet | SMCNL | EFFL | MEMA-I | AlexNet | GoogLeNet |
| | MD | 0.62 | 1.56 | 0.12 | 0.15 | 1.59 | 1.75 | 0.95 | | EFFL | 1.03 | 1.04 | 1.8 | 1.63 | 2.17 | 1.8 | 1.22 | | MEMA-I | 3.06 | 4.38 | 2.35 | 4.56 | 3.15 | 2.51 | 2.17 | | MEMA-T | 5.18 | 3 | 3.24 | 2.48 | 3.05 | 5.82 | 1.57 | | VGG16 | 2.16 | 3.77 | 3.02 | 2.51 | 2.91 | 1.12 | 3.91 | | AlexNet | 5.25 | 5.02 | 5.73 | 6.71 | 4.4 | 6.08 | 5.81 |
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