nipple_location_detect Dataset
Versions
v1
2024-07-18 5:41am
Generated on Jul 18, 2024
3398 Total Images
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Dataset Split
Train Set 87%
2973Images
Valid Set 8%
280Images
Test Set 4%
145Images
Preprocessing
No preprocessing steps were applied.
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Grayscale: Apply to 15% of images
Noise: Up to 0.1% of pixels
Cutout: 3 boxes with 10% size each
Bounding Box: Crop: 0% Minimum Zoom, 20% Maximum Zoom
Bounding Box: Noise: Up to 0.1% of pixels