Dataset Versions

v11

2022-12-14 12:24am

Generated on Dec 13, 2022

Dataset Split

Train Set 94%
2550Images
Valid Set 3%
83Images
Test Set 2%
67Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (black edges) in 312x312

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 15% Maximum Zoom
Hue: Between -20° and +20°
Saturation: Between -35% and +35%
Brightness: Between -23% and +23%
Exposure: Between -20% and +20%
Blur: Up to 2px
Mosaic: Applied

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