Dataset Versions
v4
2024-09-17 6:51am
Generated on Sep 17, 2024
976 Total Images
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Dataset Split
Train Set 88%
855Images
Valid Set 12%
117Images
Test Set 0%
4Images
Preprocessing
Auto-Orient: Applied
Static Crop: 10-90% Horizontal Region, 10-90% Vertical Region
Modify Classes: 2 remapped, 0 dropped
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Shear: ±15° Horizontal, ±15° Vertical
Brightness: Between -10% and +10%
Exposure: Between -10% and +10%
Blur: Up to 0.6px
Noise: Up to 0.73% of pixels