Dataset Versions
v12
2024-12-11 1:41am
Generated on Dec 10, 2024
1318 Total Images
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Dataset Split
Train Set 99%
1302Images
Valid Set 1%
8Images
Test Set 1%
8Images
Preprocessing
Auto-Orient: Applied
Static Crop: 23-75% Horizontal Region, 3-66% Vertical Region
Auto-Adjust Contrast: Using Contrast Stretching
Augmentations
Outputs per training example: 3
Crop: 0% Minimum Zoom, 25% Maximum Zoom
Rotation: Between -21° and +21°
Shear: ±17° Horizontal, ±16° Vertical
Cutout: 8 boxes with 11% size each
Bounding Box: Flip: Horizontal
Bounding Box: Rotation: Between -15° and +15°
Bounding Box: Brightness: Between -5% and +5%
Bounding Box: Noise: Up to 0.3% of pixels