Dataset Versions
v3
2024-12-15 6:53pm
Generated on Dec 15, 2024
5632 Total Images
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Dataset Split
Train Set 88%
4948Images
Valid Set 6%
350Images
Test Set 6%
334Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Contrast Stretching
Augmentations
Outputs per training example: 4
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Blur: Up to 0.5px
Noise: Up to 0.1% of pixels