Table 3 Key hyperparameter settings used in the experiments.
Hyperparameter | Value |
|---|---|
Batch size | 16 |
Initial learning rate | 1e-4 |
Optimizer | AdamW |
Weight decay | 0.05 |
LR scheduler | Cosine Annealing |
Epochs | 200 |
Input resolution | 1280 \(\times\) 720 |
Flip probability | 0.5 |
Multi-scale range | [0.8, 1.2] |
Dataset Split | [7:1:2] |