Dataset Versions
v3
2023-09-29 4:12pm
Generated on Sep 29, 2023
3521 Total Images
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Dataset Split
Train Set 89%
3138Images
Valid Set 7%
245Images
Test Set 4%
138Images
Preprocessing
Static Crop: 13-87% Horizontal Region, 11-78% Vertical Region
Auto-Adjust Contrast: Using Contrast Stretching
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Saturation: Between -25% and +25%
Brightness: Between 0% and +20%
Blur: Up to 1.5px
Noise: Up to 3% of pixels