Table 1 EfficientNetV2-S architecture.
From: Lightweight tea bud detection method based on improved YOLOv5
Stage | Operator | Kernel | Stride | Channels | Layers | Expansion | Attention |
|---|---|---|---|---|---|---|---|
1 | Conv | 3 × 3 | 2 | 24 | 1 | - | – |
2 | Fused-MBConv | 3 × 3 | 1 | 24 | 2 | 1 | – |
3 | Fused-MBConv | 3 × 3 | 2 | 48 | 4 | 4 | – |
4 | Fused-MBConv | 3 × 3 | 2 | 64 | 4 | 4 | – |
5 | MBConv | 3 × 3 | 2 | 128 | 6 | 4 | SE |
6 | MBConv | 3 × 3 | 1 | 160 | 9 | 6 | SE |
7 | MBConv | 3 × 3 | 2 | 256 | 15 | 6 | SE |
8 | Conv&Pooling&FC | 1 × 1 | – | 1280 | 1 | – | – |
