Water Detection Dataset

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2023-12-04 9:27pm
v2
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10 months ago
2023-12-02 11:58pm
v1
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10 months ago
v2

2023-12-04 9:27pm

Generated on Dec 4, 2023
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2412 Total Images

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Dataset Split

Train Set 88%
2112Images
Valid Set 8%
200Images
Test Set 4%
100Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization
Grayscale: Applied
Tile: 2 rows x 2 columns

Augmentations

Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Grayscale: Apply to 25% of images
Brightness: Between -25% and +25%
Blur: Up to 2.5px
Bounding Box: Blur: Up to 2.5px

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