crack_defect_seg_640_split602020 Computer Vision Dataset
440 Total Images
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Dataset Split
Train Set 82%
360Images
Valid Set 9%
40Images
Test Set 9%
40Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal
Rotation: Between -10° and +10°
Brightness: Between -15% and +15%
Noise: Up to 0.5% of pixels