Dataset Versions
v1
2022-12-29 11:53pm
Generated on Dec 29, 2022
4214 Total Images
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Dataset Split
Train Set 82%
3470Images
Valid Set 12%
496Images
Test Set 6%
248Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 320x320
Augmentations
Outputs per training example: 2
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Shear: ±8° Horizontal, ±8° Vertical
Hue: Between -7° and +7°
Saturation: Between -17% and +17%
Brightness: Between -21% and +21%
Noise: Up to 5% of pixels