Dataset Versions
v5
2024-11-30 10:44pm
Generated on Nov 30, 2024
8929 Total Images
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Dataset Split
Train Set 89%
7911Images
Valid Set 7%
585Images
Test Set 5%
433Images
Preprocessing
Auto-Orient: Applied
Augmentations
Outputs per training example: 3
Bounding Box: Flip: Horizontal, Vertical
Bounding Box: Crop: 0% Minimum Zoom, 20% Maximum Zoom
Bounding Box: Rotation: Between -15° and +15°
Bounding Box: Shear: ±10° Horizontal, ±10° Vertical
Bounding Box: Brightness: Between -15% and +15%
Bounding Box: Exposure: Between -10% and +10%
Bounding Box: Blur: Up to 2.5px
Bounding Box: Noise: Up to 0.1% of pixels