Table 2. Comparisons of the segmentation results of the U-net model and the PlantU-net model using the data obtained from the validation set (V) and test set (T).
Segmentation method | Training time/M | Precision | Recall | F1-Score | |||
---|---|---|---|---|---|---|---|
V | T | V | T | V | T | ||
U-net | 52 | 0.87 | 0.86 | 0.86 | 0.90 | 0.86 | 0.88 |
PlantU-net | 41 | 0.95 | 0.96 | 0.98 | 0.98 | 0.96 | 0.97 |