Dataset Versions
v7
Soft Tissues
Generated on Sep 1, 2022
18935 Total Images
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Dataset Split
Train Set 87%
16548Images
Valid Set 8%
1568Images
Test Set 4%
819Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 512x512
Modify Classes: 21 remapped, 2 dropped
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Hue: Between -10° and +10°
Brightness: Between -10% and +10%
Noise: Up to 3% of pixels