Dataset Versions
v2
2024-05-20 12:05am
Generated on May 19, 2024
1744 Total Images
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Dataset Split
Train Set 88%
1527Images
Valid Set 8%
146Images
Test Set 4%
71Images
Preprocessing
Auto-Orient: Applied
Static Crop: 23-74% Horizontal Region, 0-91% Vertical Region
Resize: Fit within 1024x640
Auto-Adjust Contrast: Using Contrast Stretching
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -15° and +15°
Noise: Up to 0.65% of pixels