Dataset Versions
v3
2023-12-31 2:39pm
Generated on Dec 31, 2023
2624 Total Images
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Dataset Split
Train Set 82%
2164Images
Valid Set 12%
308Images
Test Set 6%
152Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 1 remapped, 4 dropped
Augmentations
Outputs per training example: 2
90° Rotate: Clockwise, Counter-Clockwise
Grayscale: Apply to 1% of images
Brightness: Between 0% and +15%
Exposure: Between -15% and +15%
Blur: Up to 1.5px