Dataset Versions

v14

2023-02-09 12:09pm

Generated on Feb 9, 2023

Dataset Split

Train Set 87%
3228Images
Valid Set 9%
353Images
Test Set 4%
136Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Grayscale: Applied
Modify Classes: 0 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -14° and +14°
Shear: ±20° Horizontal, ±15° Vertical
Brightness: Between 0% and +38%
Noise: Up to 3% of pixels

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