Dataset Versions
v3
2023-09-14 11:51pm
Generated on Sep 14, 2023
744 Total Images
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Dataset Split
Train Set 85%
633Images
Valid Set 9%
64Images
Test Set 6%
47Images
Preprocessing
Auto-Orient: Applied
Static Crop: 38-63% Horizontal Region, 31-75% Vertical Region
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Contrast Stretching
Augmentations
Outputs per training example: 3
Rotation: Between -15° and +15°
Saturation: Between -20% and +20%
Brightness: Between -25% and +25%
Blur: Up to 2px
Noise: Up to 5% of pixels