Dataset Versions
v3
defect segment v.3
Generated on Aug 1, 2024
409 Total Images
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Dataset Split
Train Set 81%
330Images
Valid Set 5%
19Images
Test Set 15%
60Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 1024x1024
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -45° and +45°
Shear: ±5° Horizontal, ±5° Vertical
Grayscale: Apply to 15% of images
Brightness: Between -25% and +25%
Blur: Up to 1px