Table 6 Training-related parameters of deep learning segmentation model
From: Yield estimation of high-density cotton fields using low-altitude UAV imaging and deep learning
GSD | Image size | Epoch | Learning rate | Batch size | Sample number of training set | Sample number of validation set |
|---|---|---|---|---|---|---|
0.15 | 300 × 300 | 50 | 0.001 | 64 | 3200 | 800 |