Dataset Versions
v4
2024-11-27 6:06pm
Generated on Nov 27, 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
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Blur: Up to 2.5px
Noise: Up to 0.1% of pixels