Brain Shrinkage Dataset

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2 years ago
shrinkage
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2 years ago
brain_shrinkage
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2 years ago
v2

shrinkage

Generated on Mar 13, 2022
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556 Total Images

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Dataset Split

Train Set 87%
484Images
Valid Set 5%
28Images
Test Set 8%
44Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416

Augmentations

Outputs per training example: 2
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -45° and +45°
Grayscale: Apply to 44% of images
Noise: Up to 5% of pixels