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building_damages

Instance Segmentation

building_damages Image Dataset

Versions
2024-04-25 9:35pm
v2
·
2 months ago
2024-03-16 11:52am
v1
·
3 months ago
v2

2024-04-25 9:35pm

Generated on Apr 25, 2024
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821 Total Images

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Dataset Split

Train Set 92%
756Images
Valid Set 5%
39Images
Test Set 3%
26Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Noise: Up to 0.3% of pixels