surgtoolshemcontrol-instanceseg Dataset
Versions
v1
2023-02-26 8:22pm
Generated on Feb 27, 2023
513 Total Images
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Dataset Split
Train Set 85%
438Images
Valid Set 8%
41Images
Test Set 7%
34Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Noise: Up to 5% of pixels