Dataset Versions
v1
Mask Data
Generated on Dec 12, 2021
2046 Total Images
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Dataset Split
Train Set 90%
1848Images
Valid Set %
0Images
Test Set 10%
198Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 224x224
Grayscale: Applied
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -20° and +20°
Shear: ±17° Horizontal, ±17° Vertical
Blur: Up to 3px
Noise: Up to 10% of pixels