Dataset Versions
v1
2021-09-03 12:45am
Generated on Sep 2, 2021
1686 Total Images
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Dataset Split
Train Set 86%
1446Images
Valid Set 9%
144Images
Test Set 6%
96Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 416x416
Auto-Adjust Contrast: Using Histogram Equalization
Augmentations
Outputs per training example: 2
Flip: Horizontal
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Shear: ±15° Horizontal, ±15° Vertical
Noise: Up to 5% of pixels