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River Flood detection

Instance Segmentation

River Flood detection Image Dataset

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Versions
2023-12-05 10:59am
v6
Dec 5, 2023
2023-11-30 8:41pm
v5
Dec 1, 2023
2023-11-30 4:05pm
v4
Nov 30, 2023
2023-11-30 1:18pm
v3
Nov 30, 2023
2023-11-29 11:50pm
v2
Nov 30, 2023
2023-11-29 6:48pm
v1
Nov 30, 2023
v6

2023-12-05 10:59am

Generated on Dec 5, 2023
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2433 Total Images

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Dataset Split

Train Set 87%
2124Images
Valid Set 9%
207Images
Test Set 4%
102Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Rotation: Between -25° and +25°
Shear: ±15° Horizontal, ±15° Vertical
Grayscale: Apply to 25% of images
Saturation: Between -30% and +30%
Exposure: Between -25% and +25%
Blur: Up to 5px
Noise: Up to 10% of pixels
Cutout: 10 boxes with 10% size each