Dataset Versions
v1
2024-01-12 5:43pm
Generated on Jan 12, 2024
1805 Total Images
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Dataset Split
Train Set 90%
1623Images
Valid Set 6%
109Images
Test Set 4%
73Images
Preprocessing
Auto-Orient: Applied
Resize: Fit (reflect edges) in 540x540
Augmentations
Outputs per training example: 3
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Exposure: Between -13% and +13%
Blur: Up to 3px
Noise: Up to 0.1% of pixels