Dataset Versions
v7
2024-03-28 9:25am
Generated on Mar 28, 2024
135 Total Images
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Dataset Split
Train Set 91%
123Images
Valid Set 3%
4Images
Test Set 6%
8Images
Preprocessing
Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 6-94% Vertical Region
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Cutout: 25 boxes with 5% size each