Dataset Versions

v4

V4 test - defect 1 class hole separate

Generated on May 19, 2024

Dataset Split

Train Set 88%
378Images
Valid Set 8%
36Images
Test Set 4%
18Images

Preprocessing

Resize: Stretch to 640x360

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -20° and +20°
Shear: ±10° Horizontal, ±10° Vertical
Brightness: Between -15% and +15%

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