Dataset Versions
v5
2024-08-20 1:43pm
Generated on Aug 20, 2024
3491 Total Images
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Dataset Split
Train Set 94%
3290Images
Valid Set 6%
201Images
Test Set %
0Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 7
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Shear: ±10° Horizontal, ±10° Vertical
Hue: Between -15° and +15°
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Blur: Up to 2.5px