Crack Detection Computer Vision Model
491 Total Images
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Dataset Split
Train Set 88%
429Images
Valid Set 8%
41Images
Test Set 4%
21Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Grayscale: Applied
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -15° and +15°
Grayscale: Apply to 10% of images