Table 2.
Recognition of mixed helminth eggs by YOLOv4.
| Group | Parasitic helminth eggs | MAP | Recall | Precision |
|---|---|---|---|---|
| Group 1 | Trichuris trichiura | 99.01% | 97.48% | 98.10% |
| Ascaris lumbricoides | 96.84% | 93.16% | 95.61% | |
| Group 2 | Trichuris trichiura | 97.28% | 94.86% | 94.86% |
| Ascaris lumbricoides | 90.73% | 48.03% | 93.28% | |
| Ancylostoma duodenale | 96.39% | 90.14% | 91.43% | |
| Group 3 | Clonorchis sinensis | 86.61% | 82.01% | 93.34% |
| Taenia spp. | 66.58% | 55.81% | 75.00% |
Mean average precision (MAP).