Defects on perforation Dataset

v1

2024-04-30 8:50am

Generated on Apr 30, 2024

Dataset Split

Train Set 87%
54Images
Valid Set 8%
5Images
Test Set 5%
3Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 300x410

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 30% Maximum Zoom
Rotation: Between -15° and +15°
Hue: Between -20° and +20°
Saturation: Between -30% and +30%
Brightness: Between -20% and +20%
Blur: Up to 2.5px

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