Dataset Versions
v1
2023-08-05 1:19pm
Generated on Aug 5, 2023
636 Total Images
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Dataset Split
Train Set 95%
603Images
Valid Set 4%
24Images
Test Set 1%
9Images
Preprocessing
Auto-Orient: Applied
Static Crop: 4-100% Horizontal Region, 28-100% 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: ±7° Horizontal, ±15° Vertical
Saturation: Between -14% and +14%
Exposure: Between -7% and +7%