Dataset Versions
v3
0.3
Generated on Jan 20, 2024
2768 Total Images
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Dataset Split
Train Set 72%
1983Images
Valid Set 14%
391Images
Test Set 14%
394Images
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°
Shear: ±15° Horizontal, ±15° Vertical
Brightness: Between 0% and +21%