Research Article
Remote Sensing Image Scene Classification Based on Fusion Method
Table 5
Model size and efficiency.
| Mode | Method | Size (M) | Training (s) | Testing (s) |
| Front + back | Random crop+average | 168 | 12.6 | 0.35 | Multiscale+average | 168 | 12.6 | 0.35 | Multichannel+average | 168 | 12.6 | 0.35 |
| Front+mid | Random crop+single backbone | 138 | 5.16 | 0.17 | Random crop+multibackbone | 168 | 8.73 | 0.26 | Multiscale+single backbone | 138 | 5.16 | 0.17 | Multiscale+multibackbone | 168 | 8.73 | 0.26 | Multichannel+single backbone | 138 | 5.16 | 0.17 | Multichannel+multibackbone | 168 | 8.73 | 0.26 |
| Mid + back | Single backbone+average | 168 | 12.6 | 0.35 | Multibackbone+average | 168 | 12.6 | 0.35 |
| Front+mid + back | Random crop+single backbone+average | 168 | 12.6 | 0.35 | Random crop+multibackbone+average | 168 | 12.6 | 0.35 | Multiscale+single backbone+average | 168 | 12.6 | 0.35 | Multiscale+multibackbone+average | 168 | 12.6 | 0.35 | Multichannel+single backbone+average | 168 | 12.6 | 0.35 | Multichannel+multibackbone+average | 168 | 12.6 | 0.35 |
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