Cortical Layer Segmentation Dataset

v2

2023-06-14 11:08am

Generated on Jun 14, 2023

Dataset Split

Train Set 87%
315Images
Valid Set 8%
30Images
Test Set 4%
16Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 256x256

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Saturation: Between -25% and +25%
Blur: Up to 2.5px
Noise: Up to 5% of pixels

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