Dataset Versions
v4
2023-04-16 10:14am
Generated on Apr 16, 2023
760 Total Images
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Dataset Split
Train Set 87%
663Images
Valid Set 7%
55Images
Test Set 6%
42Images
Preprocessing
Static Crop: 0-100% Horizontal Region, 7-92% Vertical Region
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 38% Maximum Zoom
Rotation: Between -20° and +20°
Shear: ±20° Horizontal, ±20° Vertical
Saturation: Between -48% and +48%
Brightness: Between -25% and +25%
Blur: Up to 1px
Cutout: 10 boxes with 4% size each