Table 5 Comparison of different loss functions for maize tassels counting on the MTC dataset
From: TasselNet: counting maize tassels in the wild via local counts regression network
Loss | MAE | MSE |
|---|---|---|
Huber (\(\delta =0.1\)) | 8.5 | 12.2 |
Huber (\(\delta =1\)) | 7.5 | 10.5 |
Huber (\(\delta =10\)) | 7.3 | 10.0 |
\(\ell _2\) | 7.3 | 10.3 |
\(\ell _1\) | 6.6 | 9.6 |