Dataset Versions
v4
2024-04-03 3:58am
Generated on Apr 2, 2024
8696 Total Images
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Dataset Split
Train Set 92%
8005Images
Valid Set 5%
451Images
Test Set 3%
240Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 5
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 15% Maximum Zoom
Rotation: Between -15° and +15°
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Noise: Up to 0.1% of pixels