Dataset Versions
v1
2023-06-12 4:00am
Generated on Jun 12, 2023
21946 Total Images
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Dataset Split
Train Set 88%
19209Images
Valid Set 8%
1829Images
Test Set 4%
908Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 0 remapped, 2 dropped
Augmentations
Outputs per training example: 3
Shear: ±15° Horizontal, ±15° Vertical
Brightness: Between -30% and +30%
Noise: Up to 10% of pixels