Dataset Versions
v1
2024-09-08 6:29pm
Generated on Sep 8, 2024
4727 Total Images
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Dataset Split
Train Set 95%
4503Images
Valid Set 4%
208Images
Test Set 0%
16Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -15° and +15°
Shear: ±14° Horizontal, ±15° Vertical
Hue: Between -15° and +15°
Saturation: Between -25% and +25%
Exposure: Between -10% and +10%
Blur: Up to 1.5px