Satellite Building Segmentation Computer Vision Model
2233 Total Images
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Dataset Split
Train Set 92%
2049Images
Valid Set 5%
121Images
Test Set 3%
63Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Rotation: Between -15° and +15°
Hue: Between -24° and +24°
Brightness: Between -25% and +25%
Exposure: Between -14% and +14%