Dataset Versions
v3
2023-11-28 3:11pm
Generated on Nov 28, 2023
87 Total Images
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Dataset Split
Train Set 83%
72Images
Valid Set 8%
7Images
Test Set 9%
8Images
Preprocessing
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 11% Maximum Zoom
Rotation: Between -3° and +3°
Shear: ±8° Horizontal, ±12° Vertical
Brightness: Between -20% and +20%
Exposure: Between -10% and +10%
Cutout: 2 boxes with 25% size each