Table 1:
EMPIAR ID | Data information |
Precision |
Recall |
F1 score |
|||||||
---|---|---|---|---|---|---|---|---|---|---|---|
Image size | Particle diameter (px) | crYOLO | Topaz | Ours | crYOLO | Topaz | Ours | crYOLO | Topaz | Ours | |
| |||||||||||
10081 | (3710, 3838) | 154 | 0.705 | 0.412 | 0.645 | 0.867 | 0.855 | 0.939 | 0.777 | 0.556 | 0.765 |
10093 | (3838, 3710) | 172 | 0.380 | 0.328 | 0.383 | 0.355 | 0.209 | 0.497 | 0.367 | 0.255 | 0.433 |
10345 | (3838, 3710) | 149 | 0.441 | 0.195 | 0.473 | 0.561 | 0.732 | 0.733 | 0.494 | 0.308 | 0.575 |
10532 | (4096, 4096) | 174 | 0.501 | 0.387 | 0.503 | 0.231 | 0.311 | 0.497 | 0.316 | 0.345 | 0.500 |
11056 | (5760, 4092) | 164 | 0.690 | 0.453 | 0.694 | 0.465 | 0.578 | 0.671 | 0.556 | 0.507 | 0.682 |
| |||||||||||
Average | - | - | 0.543 | 0.355 | 0.540 | 0.496 | 0.537 | 0.667 | 0.502 | 0.394 | 0.591 |