Dataset Versions
v2
2023-09-01 3:11pm
Generated on Sep 1, 2023
723 Total Images
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Dataset Split
Train Set 82%
596Images
Valid Set 12%
85Images
Test Set 6%
42Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 2
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -10° and +10°
Shear: ±5° Horizontal, ±10° Vertical
Saturation: Between -15% and +15%
Brightness: Between -15% and +15%
Blur: Up to 1px