Potholes-Detection Dataset

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2024-08-16 8:00pm
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2024-08-15 8:19pm

Generated on Aug 15, 2024
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1454 Total Images

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Dataset Split

Train Set 87%
1272Images
Valid Set 8%
121Images
Test Set 4%
61Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Grayscale: Applied

Augmentations

Outputs per training example: 3
Flip: Vertical
90° Rotate: Clockwise, Counter-Clockwise
Brightness: Between -15% and +15%
Noise: Up to 1.8% of pixels

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