Dataset Versions
v1
NoResize-2024-04-17 1-33pm
Generated on Apr 17, 2024
1823 Total Images
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Dataset Split
Train Set 96%
1743Images
Valid Set 3%
50Images
Test Set 2%
30Images
Preprocessing
Auto-Orient: Applied
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Crop: 0% Minimum Zoom, 30% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Saturation: Between -25% and +25%
Brightness: Between -22% and +22%
Blur: Up to 3px
Noise: Up to 0.1% of pixels
Bounding Box: Blur: Up to 2.5px