Dataset Versions
Versions
v1
2023-09-14 5:48pm
Generated on Sep 14, 2023
2414 Total Images
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Dataset Split
Train Set 87%
2112Images
Valid Set 8%
201Images
Test Set 4%
101Images
Preprocessing
Auto-Orient: Applied
Resize: Fit (reflect edges) in 2048x2048
Augmentations
Outputs per training example: 3
Shear: ±20° Horizontal, ±20° Vertical
Brightness: Between -60% and +0%
Blur: Up to 1.75px
Noise: Up to 5% of pixels
Cutout: 5 boxes with 8% size each
Mosaic: Applied