Dataset Versions
Versions
v1
2024-04-16 2:38pm
Generated on Apr 16, 2024
3250 Total Images
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Dataset Split
Train Set 92%
3006Images
Valid Set 4%
118Images
Test Set 4%
126Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Brightness: Between -15% and +15%
Noise: Up to 0.1% of pixels