Research Article
Image Recognition of Crop Diseases and Insect Pests Based on Deep Learning
Table 7
Method is limited to certain types of resolution data.
| | Item | ResNet | MnasNet | Deep learning | Remote sensing | Crop | Pests and diseases |
| | SMCNL | 0.32 | 1.18 | 1.35 | 0.84 | 0.45 | 0.94 | | EFFL | 2.03 | 2.51 | 3.17 | 2.99 | 2.77 | 2.78 | | MEMA-I | 2.61 | 4.11 | 2.86 | 5.79 | 3.48 | 5.47 | | MEMA-T | 3.85 | 2.44 | 3.83 | 5.01 | 4.9 | 5.73 | | VGG16 | 1.05 | 4.3 | 3.91 | 3.3 | 3.24 | 4.5 | | AlexNet | 4.93 | 1.32 | 4.15 | 1.73 | 5.08 | 1.47 |
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