Research Article
An Improved EfficientNetV2 Model Based on Visual Attention Mechanism: Application to Identification of Cassava Disease
Table 3
PDRNet structure. T-MBConv and Fused-MbConv blocks are described in Figure
5.
| Stage | Operator | Stride | Channels | Layers |
| 0 | Conv3 ∗ 3 | 2 | 24 | 1 | 1 | Fused-MBConv1,k3 ∗ 3 | 1 | 24 | 2 | 2 | Fused-MBConv4,k3 ∗ 3 | 2 | 48 | 4 | 3 | Fused-MBConv4,k3 ∗ 3 | 2 | 64 | 4 | 4 | T-MBConv4,3,SESA0.25 | 2 | 128 | 6 | 5 | T-MBConv6,3,SESA0.25 | 1 | 160 | 9 | 6 | T-MBConv6,3,SESA0.25 | 2 | 272 | 15 | 7 | Conv1 ∗ 1&Pooling&FC | - | 1280 | 1 | 8 | Conv1 ∗ 1&RELU&FC | - | 5 | 1 |
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