Dataset Versions
v4
2023-11-19 1:46pm
Generated on Nov 19, 2023
7448 Total Images
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Dataset Split
Train Set 87%
6516Images
Valid Set 8%
622Images
Test Set 4%
310Images
Preprocessing
No preprocessing steps were applied.
Augmentations
Outputs per training example: 3
Crop: 0% Minimum Zoom, 18% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Brightness: Between -41% and +41%
Blur: Up to 2.5px
Noise: Up to 5% of pixels
Cutout: 3 boxes with 10% size each