Dataset Versions
v2
2024-11-01 5:03am
Generated on Nov 1, 2024
3649 Total Images
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Dataset Split
Train Set 87%
3184Images
Valid Set 8%
310Images
Test Set 4%
155Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Bounding Box: Flip: Horizontal, Vertical
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Bounding Box: Crop: 0% Minimum Zoom, 20% Maximum Zoom
Bounding Box: Rotation: Between -15° and +15°
Bounding Box: Shear: ±10° Horizontal, ±10° Vertical
Bounding Box: Brightness: Between -30% and +30%
Bounding Box: Blur: Up to 2.5px