Dataset Versions
v1
2023-11-11 7:23pm
Generated on Nov 11, 2023
4705 Total Images
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Dataset Split
Train Set 92%
4341Images
Valid Set 6%
273Images
Test Set 2%
91Images
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 -25° and +25°
Saturation: Between -30% and +30%
Noise: Up to 10% of pixels