Dataset Versions
v3
2024-11-16 12:58pm
Generated on Nov 16, 2024
2108 Total Images
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Dataset Split
Train Set 88%
1845Images
Valid Set 8%
179Images
Test Set 4%
84Images
Preprocessing
Auto-Orient: Applied
Resize: Fit (black edges) in 640x640
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Brightness: Between -15% and +15%
Blur: Up to 2.5px
Noise: Up to 0.1% of pixels