potholes_manhole_crack_patch Computer Vision Dataset
7961 Total Images
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Dataset Split
Train Set 87%
6948Images
Valid Set 7%
578Images
Test Set 6%
435Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Grayscale: Applied
Augmentations
Outputs per training example: 3
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Blur: Up to 2.5px