Dataset Versions
v1
2024-03-05 5:46pm
Generated on Mar 5, 2024
1640 Total Images
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Dataset Split
Train Set 96%
1581Images
Valid Set 4%
59Images
Test Set %
0Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Brightness: Between -14% and +14%
Blur: Up to 2.5px
Noise: Up to 1.53% of pixels