Dataset Versions
Versions
v1
2022-09-26 3:51pm
Generated on Sep 26, 2022
122 Total Images
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Dataset Split
Train Set 86%
105Images
Valid Set 8%
10Images
Test Set 6%
7Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 416x416
Augmentations
Outputs per training example: 3
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -45° and +45°
Shear: ±15° Horizontal, ±15° Vertical
Blur: Up to 2px
Cutout: 5 boxes with 20% size each
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Bounding Box: Shear: ±15° Horizontal, ±15° Vertical
Bounding Box: Exposure: Between -25% and +25%
Bounding Box: Blur: Up to 10px