Table 2 Ablation study.
From: A PV cell defect detector combined with transformer and attention mechanism
Method | CCT | PSA | F1 score | mAP50 (%) | mAP50:95 (%) |
|---|---|---|---|---|---|
YOLOv8 | 0.61 | 0.64 | 0.41 | ||
âś“ | 0.667 | 0.694 | 0.457 | ||
âś“ | 0.679 | 0.648 | 0.432 | ||
âś“ | âś“ | 0.697 | 0.779 | 0.496 |
From: A PV cell defect detector combined with transformer and attention mechanism
Method | CCT | PSA | F1 score | mAP50 (%) | mAP50:95 (%) |
|---|---|---|---|---|---|
YOLOv8 | 0.61 | 0.64 | 0.41 | ||
âś“ | 0.667 | 0.694 | 0.457 | ||
âś“ | 0.679 | 0.648 | 0.432 | ||
âś“ | âś“ | 0.697 | 0.779 | 0.496 |