Dataset Versions
v10
2024-07-17 2:00pm
Generated on Jul 17, 2024
1448 Total Images
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Dataset Split
Train Set 84%
1212Images
Valid Set 10%
151Images
Test Set 6%
85Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 2
Shear: ±10° Horizontal, ±10° Vertical
Hue: Between -23° and +23°
Brightness: Between -26% and +26%
Blur: Up to 1.1px
Noise: Up to 0.26% of pixels
Cutout: 5 boxes with 15% size each