Dataset Versions
v1
2023-03-17 11:37am
Generated on Mar 17, 2023
132 Total Images
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Dataset Split
Train Set 89%
117Images
Valid Set 8%
10Images
Test Set 4%
5Images
Preprocessing
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 -15° and +15°
Shear: ±20° Horizontal, ±20° Vertical
Saturation: Between -31% and +31%
Brightness: Between -25% and +25%
Blur: Up to 1px
Cutout: 7 boxes with 4% size each