Table 3.
Comparison of pottery identification experiments by different methods.
| Method | X TP | X FP | X FN | R (%) | P (%) |
|---|---|---|---|---|---|
| SVM | 293 | 102 | 85 | 63.5 | 76.8 |
| SSD | 365 | 67 | 53 | 87.3 | 84.4 |
| Faster R-CNN | 383 | 35 | 29 | 90.9 | 91.6 |
| Ours | 463 | 7 | 5 | 97.1 | 98.3 |
Comparison of pottery identification experiments by different methods.
| Method | X TP | X FP | X FN | R (%) | P (%) |
|---|---|---|---|---|---|
| SVM | 293 | 102 | 85 | 63.5 | 76.8 |
| SSD | 365 | 67 | 53 | 87.3 | 84.4 |
| Faster R-CNN | 383 | 35 | 29 | 90.9 | 91.6 |
| Ours | 463 | 7 | 5 | 97.1 | 98.3 |