Dataset Versions
v8
2024-07-14 3:31am
Generated on Jul 14, 2024
1409 Total Images
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Dataset Split
Train Set 92%
1302Images
Valid Set 4%
54Images
Test Set 4%
53Images
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 -9° and +9°
Saturation: Between -22% and +22%
Exposure: Between -11% and +11%
Blur: Up to 1.4px
Noise: Up to 0.54% of pixels