Table 5 The effect of context on the test set of the WSC dataset. “train” denotes adding context into TasselNet since training phase as Fig. 7b, while “test” denotes only adding context into TasselNet in the testing phase
From: TasselNetv2: in-field counting of wheat spikes with context-augmented local regression networks
Method | Context | MAE | RMSE | Train (s) |
|---|---|---|---|---|
TasselNet | \(\times\) | 61.35 | 99.27 | 3495.29 |
TasselNet | Test | 79.42 | 126.18 | 3495.29 |
TasselNet | Train | 50.17 | 82.16 | 4026.68 |
TasselNetv2 | \(\checkmark\) | 50.79 | 80.66 | 333.27 |