Dataset Versions

v14

2024-10-07 1:53pm

Generated on Oct 7, 2024

Dataset Split

Train Set 96%
2196Images
Valid Set 4%
100Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Static Crop: 3-100% Horizontal Region, 3-95% Vertical Region
Resize: Stretch to 640x640
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, 3% Maximum Zoom
Rotation: Between -2° and +2°
Shear: ±2° Horizontal, ±2° Vertical
Hue: Between -7° and +7°
Saturation: Between -7% and +7%
Brightness: Between -5% and +5%
Exposure: Between -5% and +5%
Blur: Up to 0.1px
Noise: Up to 0.05% of pixels

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