Dataset Versions
v4
defect
Generated on Oct 14, 2024
3268 Total Images
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Dataset Split
Train Set 90%
2927Images
Valid Set 7%
238Images
Test Set 3%
103Images
Preprocessing
Auto-Orient: Applied
Resize: Fit (black edges) in 640x640
Modify Classes: 0 remapped, 1 dropped
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Upside Down
Brightness: Between -10% and +10%
Exposure: Between -10% and +10%
Blur: Up to 0.2px