defects Dataset

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Generated on Jul 2, 2024
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2945 Total Images

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Dataset Image Dataset Image Dataset Image Dataset Image Dataset Image Dataset Image Dataset Image Dataset Image Dataset Image Dataset Image Dataset Image Dataset Image

Dataset Split

Train Set 95%
2800Images
Valid Set 5%
140Images
Test Set 0%
5Images

Preprocessing

Auto-Orient: Applied
Filter Null: Do not filter any null images.

Augmentations

Outputs per training example: 5
Flip: Horizontal, Vertical
Brightness: Between -5% and +5%
Exposure: Between -4% and +4%
Noise: Up to 0.06% of pixels

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