Garments Fault Detection Dataset
v2
2024-06-26 7-30am
Generated on Jun 26, 2024
1995 Total Images
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Dataset Split
Train Set 92%
1842Images
Valid Set 4%
76Images
Test Set 4%
77Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 15% Maximum Zoom
Rotation: Between -13° and +13°
Hue: Between -3° and +3°
Saturation: Between -15% and +15%
Brightness: Between -9% and +9%
Blur: Up to 0.7px