Dataset Versions

v11

2023-01-31 12:27pm

Generated on Jan 31, 2023

Dataset Split

Train Set 100%
585Images
Valid Set 0%
1Images
Test Set 0%
1Images

Preprocessing

Auto-Orient: Applied
Static Crop: 13-86% Horizontal Region, 13-86% Vertical Region
Resize: Stretch to 2048x2048
Auto-Adjust Contrast: Using Contrast Stretching

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 10% Maximum Zoom
Rotation: Between -17° and +17°
Shear: ±10° Horizontal, ±10° Vertical
Saturation: Between -40% and +40%
Brightness: Between -30% and +30%
Exposure: Between -10% and +10%
Blur: Up to 0.5px
Noise: Up to 1% of pixels

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