Dataset Versions
v2
2024-07-11 7:01pm
Generated on Jul 11, 2024
1679 Total Images
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Dataset Split
Train Set 94%
1578Images
Valid Set 4%
67Images
Test Set 2%
34Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Brightness: Between -20% and +20%
Blur: Up to 1px
Noise: Up to 1.01% of pixels