FDM_defect_dectection Image Dataset
Versions
v1
2022-08-08 6:33pm
Generated on Aug 8, 2022
920 Total Images
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Dataset Split
Train Set 87%
804Images
Valid Set 8%
77Images
Test Set 4%
39Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 416x416
Grayscale: Applied
Augmentations
Outputs per training example: 3
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Grayscale: Apply to 25% of images
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%
Blur: Up to 10px
Noise: Up to 5% of pixels
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