Dataset Versions
Versions
v1
2024-06-16 1:17pm
Generated on Jun 16, 2024
6027 Total Images
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Dataset Split
Train Set 88%
5274Images
Valid Set 8%
502Images
Test Set 4%
251Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Contrast Stretching
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Saturation: Between -30% and +30%
Brightness: Between -25% and +25%
Exposure: Between -15% and +15%
Blur: Up to 2px