Table 2 Dataset information of particleboard surface defects.
From: Real-time detection of particleboard surface defects based on improved YOLOV5 target detection
Dataset number | Training and testing dataset number | Defect name | Defect number |
|---|---|---|---|
6776 images | Training dataset (5421 images) | BigShavings | 1459 defects |
Soft | 2708 defects | ||
OilPollution | 1005 defects | ||
GlueSpot | 1941 defects | ||
SandLeakage | 627 defects | ||
Testing dataset (1355 images) | BigShavings | 365 defects | |
Soft | 678 defects | ||
OilPollution | 251 defects | ||
GlueSpot | 485 defects | ||
SandLeakage | 157 defects |
