Research Article
PA-YOLO-Based Multifault Defect Detection Algorithm for PV Panels
Table 2
Effectiveness of different modules on model detection.
| Repulsion loss | AFPN | Conv-ATT | (%) | Model size (M) | mAP (%) |
| | | | 79.8 | 71.3 | 87.7 | √ | | | 87.9 | 71.3 | 91.1 | | √ | | 88.2 | 48.4 | 92.4 | | | √ | 85.0 | 71.8 | 92.2 | √ | √ | √ | 91.8 | 48.4 | 94.5 |
|
|