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LCAMNet architecture diagram.
| Layer | Output size | Attention | Ksize | Stride | Repeat | Output channels |
|---|---|---|---|---|---|---|
| Image | 224x224 | 3 | ||||
| Conv1 | 112x112 | 3x3 | 2 | 1 | 24 | |
| MaxPool | 56x56 | 3x3 | 2 | 1 | 24 | |
| stage2 | 28x28 28x28 |
2 1 |
1 1 |
48 48 |
||
| Stage3 | 14x14 14x14 |
2 1 |
1 1 |
96 96 |
||
| Stage4 | 7x7 7x7 7x7 |
1 | 2 1 |
1 1 1 |
192 192 192 |
|
| Conv5 | 7x7 | 1x1 | 1 | 1 | 1024 | |
| GlobalPool | 1x1 | 7x7 | ||||
| FC | 8 |
