Dataset Versions
v3
2024-10-21 11:55am
Generated on Oct 21, 2024
344 Total Images
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Dataset Split
Train Set 92%
315Images
Valid Set 6%
20Images
Test Set 3%
9Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 4% Maximum Zoom
Rotation: Between -12° and +12°
Shear: ±15° Horizontal, ±15° Vertical
Brightness: Between 0% and +25%
Exposure: Between -12% and +12%
Blur: Up to 0.9px
Bounding Box: Brightness: Between 0% and +3%
Bounding Box: Exposure: Between -2% and +2%
Bounding Box: Blur: Up to 0.4px