Dataset Versions
Versions
v1
2023-05-08 1:02pm
Generated on May 8, 2023
2072 Total Images
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Dataset Split
Train Set 75%
1554Images
Valid Set 15%
311Images
Test Set 10%
207Images
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
Cutout: 4 boxes with 20% size each
Mosaic: Applied
Bounding Box: Noise: Up to 5% of pixels