defects Dataset

v7

2024-07-02 11:24am

Generated on Jul 2, 2024

Dataset Split

Train Set 95%
2750Images
Valid Set 5%
150Images
Test Set 0%
3Images

Preprocessing

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

Augmentations

Outputs per training example: 5
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Brightness: Between -5% and +5%
Exposure: Between -4% and +4%
Noise: Up to 0.05% of pixels

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