Dataset Versions
v2
2024-07-19 9:44pm
Generated on Jul 19, 2024
1215 Total Images
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Dataset Split
Train Set 86%
1046Images
Valid Set 12%
143Images
Test Set 2%
26Images
Preprocessing
Auto-Orient: Applied
Augmentations
Outputs per training example: 2
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Hue: Between -7° and +7°
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