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pothole2

Classification

pothole2 Image Dataset

Try Pre-Trained Model
Versions
2023-10-29 3:54pm
v2
Oct 29, 2023
2023-10-29 3:50pm
v1
Oct 29, 2023
v2

2023-10-29 3:54pm

Generated on Oct 29, 2023
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1620 Total Images

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Dataset Split

Train Set 87%
1416Images
Valid Set 8%
136Images
Test Set 4%
68Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization
Grayscale: Applied

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -27° and +27°
Saturation: Between -35% and +35%
Brightness: Between -37% and +37%
Noise: Up to 5% of pixels