kibo-object-segmentation Computer Vision Model
2247 Total Images
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Dataset Split
Train Set 81%
1830Images
Valid Set 13%
287Images
Test Set 6%
130Images
Preprocessing
Auto-Orient: Applied
Resize: Fit (black edges) in 960x960
Augmentations
Outputs per training example: 2
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 25% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Brightness: Between 0% and +15%
Exposure: Between -3% and +3%
Blur: Up to 0.2px