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defect detection in screws

Classification

defect detection in screws Image Dataset

Versions
2024-03-01 12:33pm
v1
·
4 months ago
v1

2024-03-01 12:33pm

Generated on Mar 1, 2024
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1152 Total Images

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Dataset Split

Train Set 88%
1008Images
Valid Set 8%
96Images
Test Set 4%
48Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Blur: Up to 2.5px