Dataset Versions
Versions
v1
2023-11-26 6:37am
Generated on Nov 26, 2023
21235 Total Images
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Dataset Split
Train Set 87%
18564Images
Valid Set 8%
1775Images
Test Set 4%
896Images
Preprocessing
Auto-Orient: Applied
Resize: Fit (reflect edges) in 640x640
Augmentations
Outputs per training example: 3
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Brightness: Between -25% and +25%
Blur: Up to 2px
Noise: Up to 5% of pixels