Dataset Versions

v4

2022-10-15 4:41pm

Generated on Oct 15, 2022

Dataset Split

Train Set 91%
282Images
Valid Set 9%
28Images
Test Set %
0Images

Preprocessing

Auto-Adjust Contrast: Using Contrast Stretching

Augmentations

Outputs per training example: 3
Flip: Horizontal
Rotation: Between -45° and +45°
Shear: ±23° Horizontal, ±23° Vertical
Blur: Up to 1.5px
Cutout: 3 boxes with 2% size each
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Bounding Box: Brightness: Between -25% and +25%
Bounding Box: Exposure: Between -25% and +25%

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