Dataset Versions
v2
2024-12-15 12:50am
Generated on Dec 14, 2024
4340 Total Images
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Dataset Split
Train Set 95%
4110Images
Valid Set 3%
115Images
Test Set 3%
115Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Contrast Stretching
Augmentations
Outputs per training example: 10
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