Official websites use .gov
A
.gov website belongs to an official
government organization in the United States.
Secure .gov websites use HTTPS
A lock (
) or https:// means you've safely
connected to the .gov website. Share sensitive
information only on official, secure websites.
The network performance is compared by adding different loss function, bold font indicates the best values.
| Method | Precision(%) | IoU(%) | MIoU(%) | Accuracy(%) | F1-score(%) | FPS(f/s) |
|---|---|---|---|---|---|---|
| Origin | 78.85 | 48.84 | 74.06 | 99.29 | 65.63 | 28.78 |
| Dice + Focal | 68.37 | 50.81 | 75.01 | 99.22 | 67.38 | 29.28 |
| Focal Loss | 77.94 | 48.08 | 73.65 | 99.26 | 64.90 | 41.14 |
| Dice Loss | 71.44 | 51.99 | 75.63 | 99.27 | 68.41 | 42.13 |
