Dataset Versions
v3
Augmented Nov 22
Generated on Nov 22, 2022
1788 Total Images
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Dataset Split
Train Set 89%
1587Images
Valid Set 7%
121Images
Test Set 4%
80Images
Preprocessing
Filter Null: Require all images to contain annotations.
Augmentations
Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 35% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±21° Horizontal, ±15° Vertical
Noise: Up to 1% of pixels