Table 1 Statistical overview of the PVEL-AD dataset.
From: A PV cell defect detector combined with transformer and attention mechanism
Category | Anomaly object number | Image number | ||
|---|---|---|---|---|
Train | Val | Total | ||
crack | 992 | 268 | 1260 | 4500 |
finger | 2398 | 560 | 2958 | |
black_core | 812 | 216 | 1028 | |
thick_line | 807 | 174 | 981 | |
star_crack | 108 | 27 | 135 | |
corner | 8 | 1 | 9 | |
fragment | 6 | 1 | 7 | |
scratch | 4 | 1 | 5 | |
horizontal_dislocation | 627 | 171 | 798 | |
vertical_dislocation | 105 | 32 | 137 | |
printing_error | 16 | 16 | 32 | |
short_circuit | 386 | 106 | 492 | |
All | 6269 | 1573 | 7842 | 4500 |
