Dataset Versions
v2
2022-09-27 4:09am
Generated on Sep 27, 2022
645 Total Images
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Dataset Split
Train Set 87%
564Images
Valid Set 8%
54Images
Test Set 4%
27Images
Preprocessing
Resize: Stretch to 256x256
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 29% Maximum Zoom
Rotation: Between -40° and +40°
Shear: ±11° Horizontal, ±22° Vertical
Brightness: Between -20% and +20%
Blur: Up to 1px
Cutout: 11 boxes with 8% size each