Dataset Versions
Versions
v1
2024-06-12 12:01pm
Generated on Jun 12, 2024
13905 Total Images
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Dataset Split
Train Set 87%
12165Images
Valid Set 8%
1160Images
Test Set 4%
580Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Blur: Up to 2.5px
Noise: Up to 0.1% of pixels