Fabric Defects Dataset

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2023-04-10 8:20am
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2023-04-10 8:20am

Generated on Apr 10, 2023
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1464 Total Images

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Dataset Split

Train Set 88%
1281Images
Valid Set 8%
122Images
Test Set 4%
61Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -5° and +5°
Saturation: Between -25% and +25%
Noise: Up to 2% of pixels

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