Dataset Versions

v3

2024-09-12 5:46am

Generated on Sep 12, 2024

Dataset Split

Train Set 87%
2097Images
Valid Set 8%
200Images
Test Set 4%
100Images

Preprocessing

Auto-Orient: Applied

Augmentations

Outputs per training example: 3
Rotation: Between -5° and +5°
Shear: ±10° Horizontal, ±10° Vertical
Hue: Between -180° and +180°
Brightness: Between -25% and +25%
Exposure: Between -17% and +17%
Blur: Up to 4.5px
Noise: Up to 0.85% of pixels

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