Table 1.
Mic. pairs | Trained for | AUC | Precision | Recall | IOU | |
---|---|---|---|---|---|---|
Low defocus | 65 | All views | 0.97 | 0.92 | 0.96 | 0.94 |
14 | All views | 0.95 | 0.93 | 0.9 | 0.94 | |
7 | All views | 0.97 | 0.89 | 0.94 | 0.92 | |
4 | All views | 0.94 | 0.84 | 0.94 | 0.92 | |
2 | All views | 0.92 | 0.86 | 0.91 | 0.92 | |
1 | All views | 0.9 | 0.85 | 0.9 | 0.89 | |
14 | Side views | 0.91 | 0.89 | 0.89 | 0.92 | |
High defocus | 65 | All views | 0.99 | 0.99 | 0.98 | 0.95 |
14 | All views | 0.97 | 0.91 | 0.99 | 0.95 | |
7 | All views | 0.98 | 0.92 | 0.96 | 0.94 | |
4 | All views | 0.96 | 0.98 | 0.87 | 0.94 | |
2 | All views | 0.9 | 0.86 | 0.95 | 0.94 | |
1 | All views | 0.91 | 0.85 | 0.91 | 0.91 | |
14 | Side views | 0.97 | 0.91 | 0.97 | 0.95 |
The AUC, Precision, Recall, and IOU were evaluated for various training sets comprising a different number of micrograph pairs. In addition, a subset with 14 micrographs was trained to pick only side views. The IOU and the AUC values of all experiments are between 0.89 and 0.97