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Lakes+roundabouts+building detection

Instance Segmentation

Lakes+roundabouts+building detection Image Dataset

Versions
2023-09-12 10:58am
v1
Sep 12, 2023
v1

2023-09-12 10:58am

Generated on Sep 12, 2023
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2850 Total Images

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Dataset Split

Train Set 82%
2328Images
Valid Set 12%
345Images
Test Set 6%
177Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 3 remapped, 0 dropped

Augmentations

Outputs per training example: 2
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Shear: ±15° Horizontal, ±15° Vertical
Blur: Up to 4px