Dataset Versions
v4
2024-05-08 2:40pm
Generated on May 8, 2024
34764 Total Images
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Dataset Split
Train Set 90%
31385Images
Valid Set 4%
1448Images
Test Set 6%
1931Images
Preprocessing
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 500x500
Auto-Adjust Contrast: Using Contrast Stretching
Augmentations
Outputs per training example: 5
Flip: Horizontal, Vertical
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Blur: Up to 1.3px