Table 2 Hyperparameters used for automated segmentation
From: Elephant trunk tip musculature reflects species differences in grasping behavior
Hyperparameter | Value |
|---|---|
Training Loss | Binary Cross-Entropy |
Epochs | 77 (early stopping) |
Batch size | 32 |
Backbone | EfficientNet-B4 |
Optimizer | Adam |
Learning Rate | 0.001 |
Learning Rate Schedule | Reduce On Plateau |
Factor | 0.1 |
Patience | 5 |
Padding of regions (before tiling) | 42 pixels |
Padding mode | Reflect |
Tiling | |
Overlap of tiles | 42 pixels |
