Dataset Versions
Versions
v1
2024-03-28 11:31am
Generated on Mar 28, 2024
1382 Total Images
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Dataset Split
Train Set 87%
1209Images
Valid Set 8%
115Images
Test Set 4%
58Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -10° and +10°
Hue: Between -5° and +5°
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Exposure: Between -15% and +15%
Blur: Up to 1.5px
Noise: Up to 0.3% of pixels