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Severstal-steel-defects

Instance Segmentation

Severstal-steel-defects Image Dataset

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Versions
2023-05-13 5:14pm
v1
May 13, 2023
v1

2023-05-13 5:14pm

Generated on May 13, 2023
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11998 Total Images

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Dataset Split

Train Set 89%
10664Images
Valid Set 6%
667Images
Test Set 6%
667Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 512x256

Augmentations

Outputs per training example: 2
Flip: Horizontal, Vertical
Brightness: Between -20% and +20%
Noise: Up to 5% of pixels