Dataset Versions
v1
2023-01-12 3:24pm
Generated on Jan 12, 2023
4150 Total Images
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Dataset Split
Train Set 90%
3735Images
Valid Set 6%
249Images
Test Set 4%
166Images
Preprocessing
Auto-Orient: Applied
Static Crop: 33-75% Horizontal Region, 25-84% Vertical Region
Resize: Stretch to 500x500
Auto-Adjust Contrast: Using Contrast Stretching
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -30° and +30°
Exposure: Between -31% and +31%
Noise: Up to 3% of pixels
Mosaic: Applied