Lakes+roundabouts+building detection Computer Vision Dataset
Versions
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