Dataset Versions
v6
2024-01-28 4:07am
Generated on Jan 28, 2024
11351 Total Images
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Dataset Split
Train Set 94%
10616Images
Valid Set 2%
249Images
Test Set 4%
486Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
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 2px
Noise: Up to 0.5% of pixels