Dataset Versions
v3
Roboflow Modeli
Generated on Jan 2, 2025
12029 Total Images
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Dataset Split
Train Set 82%
9858Images
Valid Set 11%
1345Images
Test Set 7%
826Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Saturation: Between -20% and +20%
Brightness: Between -20% and +20%
Exposure: Between -10% and +10%
Noise: Up to 0.38% of pixels