Satellite Building Segmentation Dataset
Versions
v1
2024-08-30 10:46am
Generated on Aug 30, 2024
2445 Total Images
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Dataset Split
Train Set 97%
2367Images
Valid Set 3%
78Images
Test Set %
0Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Crop: 0% Minimum Zoom, 30% Maximum Zoom
Shear: ±15° Horizontal, ±15° Vertical
Hue: Between -25° and +25°
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Exposure: Between -10% and +10%
Noise: Up to 1.01% of pixels