Dataset Versions
v3
2023-08-22 7:53pm
Generated on Aug 22, 2023
2006 Total Images
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Dataset Split
Train Set 92%
1854Images
Valid Set 5%
103Images
Test Set 2%
49Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal
Shear: ±15° Horizontal, ±15° Vertical
Noise: Up to 2% of pixels
Cutout: 7 boxes with 3% size each