Fabric Dataset
Versions
v10
2024-06-30 4:23pm
Generated on Jun 30, 2024
2540 Total Images
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Dataset Split
Train Set 90%
2280Images
Valid Set 8%
203Images
Test Set 2%
57Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 256x256
Grayscale: Applied
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 5% Minimum Zoom, 10% Maximum Zoom
Brightness: Between -10% and +10%
Exposure: Between -10% and +10%
Blur: Up to 0.9px
Noise: Up to 1.25% of pixels
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