Dataset Versions
v3
2024-12-17 12:55pm
Generated on Dec 17, 2024
3144 Total Images
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Dataset Split
Train Set 89%
2799Images
Valid Set 7%
229Images
Test Set 4%
116Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -15° and +15°
Saturation: Between -25% and +25%
Brightness: Between 0% and +19%
Noise: Up to 1.25% of pixels