Dataset Versions
v16
2023-10-09 6:39pm
Generated on Oct 9, 2023
15039 Total Images
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Dataset Split
Train Set 81%
12126Images
Valid Set 10%
1455Images
Test Set 10%
1458Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 1600x1200
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -15° and +15°
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Exposure: Between -15% and +15%
Blur: Up to 3px