Dataset Versions
v3
2023-12-26 3:45pm
Generated on Dec 26, 2023
3377 Total Images
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Dataset Split
Train Set 89%
3006Images
Valid Set 9%
312Images
Test Set 2%
59Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Vertical
Crop: 0% Minimum Zoom, 12% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Brightness: Between -25% and +25%
Blur: Up to 0.5px
Noise: Up to 3% of pixels