Table 2.
Training configuration of the dataset.
| Item | AISD | MBD | WHU |
|---|---|---|---|
| Input size | 2611 × 2453 | 1500 × 1500 | 512 × 512 |
| Train size | 512 × 512 | 512 × 512 | 512 × 512 |
| Test size | 512 × 512 | 512 × 512 | 512 × 512 |
| Freeze epoch | 50 | 50 | 50 |
| UnFreeze epoch | 500 | 600 | 200 |
| Batch size | 8 | 16 | 4 |
| Optimizer | Sgd | Sgd | Sgd |
| Learning decay | Cos | Cos | Cos |
| Weight decay | 0.0005 | 0.0005 | 0.0005 |
| Learning rate | 1.00 × 10−5 | 1.00 × 10−5 | 1.00 × 10−5 |