Table 2.
Confusion matrix of the testing results.
| Intec/HU | YOLOv4 | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| Threshold = 0.1 | Threshold = 0.5 | Threshold = 0.7 | |||||||
| Asbestos | Non-Asbestos | Asbestos | Non-Asbestos | Asbestos | Non-Asbestos | Asbestos | Non-Asbestos | ||
| Manually counted (NIOSH 7400) | Asbestos | 46 | 13 | 54 | 5 | 53 | 6 | 52 | 7 |
| Non-asbestos | 64 | 3586 | 12 | 3638 | 6 | 3644 | 5 | 3645 | |
| Accuracy | 0.979 | 0.995 | 0.997 | 0.997 | |||||
| Precision | 0.418 | 0.818 | 0.898 | 0.912 | |||||
| Recall | 0.780 | 0.915 | 0.898 | 0.881 | |||||
| F1-score | 0.544 | 0.864 | 0.898 | 0.897 | |||||