Table 4 Identification results of particleboard surface defects.
From: Real-time detection of particleboard surface defects based on improved YOLOV5 target detection
Class | Precision (%) | Recall (%) | F1 score (%) | mAP@.5 (%) | mAP@.5:.95 (%) |
|---|---|---|---|---|---|
SandLeakage | 88.8 | 98.5 | 93.4 | 94.9 | 80.7 |
BigShavings | 94.6 | 89.2 | 91.8 | 91.1 | 57.2 |
GlueSpot | 90.7 | 94.6 | 92.6 | 94.4 | 62.1 |
OilPollution | 89.2 | 92.2 | 90.7 | 92.9 | 57.4 |
Soft | 92.8 | 97.9 | 95.3 | 99.0 | 81.7 |
All | 91.2 | 94.5 | 92.8 | 94.4 | 67.8 |
