Dataset Versions
Versions
v1
2024-12-17 11:38pm
Generated on Dec 17, 2024
1496 Total Images
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Dataset Split
Train Set 88%
1311Images
Valid Set 8%
124Images
Test Set 4%
61Images
Preprocessing
Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 8-73% Vertical Region
Resize: Fit (white edges) in 640x640
Auto-Adjust Contrast: Using Contrast Stretching
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 30% Maximum Zoom
Noise: Up to 0.1% of pixels