Dataset Versions

v12

2023-09-10 10:18am

Generated on Sep 10, 2023

Dataset Split

Train Set 87%
708Images
Valid Set 8%
67Images
Test Set 5%
37Images

Preprocessing

Resize: Fit (black edges) in 2048x2048
Modify Classes: 3 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 10% Maximum Zoom
Rotation: Between -5° and +5°
Shear: ±5° Horizontal, ±5° Vertical
Exposure: Between -25% and +25%
Blur: Up to 2px
Noise: Up to 10% of pixels

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