Research Article
Identification of Crop Diseases and Insect Pests Based on Deep Learning
Table 1
Experimental results of fine-tuning the parameters of the fully connected layer.
| No. | L6 node number | L7 node number | (%) |
| 1 | 16 | 16 | 65.17 | 2 | 32 | 32 | 72.94 | 3 | 64 | 64 | 87.08 | 4 | 128 | 128 | 90.52 | 5 | 256 | 256 | 93.66 | 6 | 384 | 512 | 94.71 | 7 | 512 | 256 | 96.93 | 8 | 768 | 512 | 95.36 | 9 | 1024 | 1024 | 91.74 | 10 | 2048 | 2048 | 85.23 |
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