Dataset Versions
v6
Wallcrack_v3
Generated on Dec 23, 2024
21507 Total Images
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Dataset Split
Train Set 81%
17352Images
Valid Set 10%
2060Images
Test Set 10%
2095Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 200x200
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -45° and +45°
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Noise: Up to 0.1% of pixels