Dataset Versions
v4
2024-10-24 12:24pm
Generated on Oct 24, 2024
666 Total Images
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Dataset Split
Train Set 87%
582Images
Valid Set 8%
56Images
Test Set 4%
28Images
Preprocessing
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Saturation: Between -20% and +20%
Brightness: Between -10% and +10%
Blur: Up to 2.5px
Noise: Up to 0.1% of pixels