Dataset Versions
v5
RIGID PAVEMENT
Generated on Apr 9, 2024
2556 Total Images
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Dataset Split
Train Set 91%
2334Images
Valid Set 6%
152Images
Test Set 3%
70Images
Preprocessing
Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Shear: ±15° Horizontal, ±15° Vertical
Exposure: Between -10% and +10%
Blur: Up to 2.5px
Noise: Up to 1.01% of pixels