Dataset Versions
v3
2024-09-17 6:36am
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
Modify Classes: 2 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 1.21% of pixels
Bounding Box: Rotation: Between -15° and +15°
Bounding Box: Shear: ±10° Horizontal, ±10° Vertical