Defect Detection Image Dataset
Versions
v1
2023-09-20 10:37pm
Generated on Sep 20, 2023
247 Total Images
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Dataset Split
Train Set 87%
216Images
Valid Set 9%
21Images
Test Set 4%
10Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Grayscale: Applied
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Shear: ±25° Horizontal, ±7° Vertical
Hue: Between -33° and +33°
Cutout: 8 boxes with 13% size each
Mosaic: Applied
Bounding Box: Crop: 0% Minimum Zoom, 20% Maximum Zoom
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