Dataset Versions
v2
2024-09-16 7:49am
Generated on Sep 16, 2024
455 Total Images
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Dataset Split
Train Set 88%
399Images
Valid Set 12%
54Images
Test Set 0%
2Images
Preprocessing
Auto-Orient: Applied
Static Crop: 10-90% Horizontal Region, 10-90% Vertical Region
Modify Classes: 1 remapped, 0 dropped
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Shear: ±15° Horizontal, ±15° Vertical
Brightness: Between -20% and +20%
Exposure: Between -10% and +10%
Blur: Up to 1px
Noise: Up to 0.93% of pixels