Dataset Versions
v1
brain_shrinkage
Generated on Mar 13, 2022
798 Total Images
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Dataset Split
Train Set 91%
726Images
Valid Set 4%
28Images
Test Set 6%
44Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 416x416
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -45° and +45°
Grayscale: Apply to 44% of images
Noise: Up to 5% of pixels