water logging detection Dataset

Versions
2024-07-01 9:31am
v2
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8 days ago
2024-06-28 5:31am
v1
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11 days ago
v1

2024-06-28 5:31am

Generated on Jun 28, 2024
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6023 Total Images

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Dataset Split

Train Set 88%
5277Images
Valid Set 8%
499Images
Test Set 4%
247Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Shear: ±12° Horizontal, ±12° Vertical
Grayscale: Apply to 21% of images
Saturation: Between -32% and +32%
Brightness: Between -24% and +24%
Blur: Up to 1.5px
Noise: Up to 1.6% of pixels