Fabric Defect Detection WD3C Dataset
Versions
v1
2024-09-17 7:58am
Generated on Sep 17, 2024
130 Total Images
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Dataset Split
Train Set 92%
120Images
Valid Set 4%
5Images
Test Set 4%
5Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 416x416
Grayscale: Applied
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Saturation: Between -25% and +25%
Noise: Up to 2% of pixels