Dataset Versions
Versions
v1
2023-09-13 4:27pm
Generated on Sep 13, 2023
9958 Total Images
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Dataset Split
Train Set 82%
8200Images
Valid Set 12%
1172Images
Test Set 6%
586Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 2
Shear: ±15° Horizontal, ±15° Vertical
Grayscale: Apply to 16% of images
Blur: Up to 2.5px
Cutout: 3 boxes with 10% size each