Dataset Versions

v10

2021-12-27 5:45pm

Generated on Dec 27, 2021

Dataset Split

Train Set 100%
3057Images
Valid Set %
0Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 448x448
Auto-Adjust Contrast: Using Adaptive Equalization

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -7° and +7°
Shear: ±5° Horizontal, ±5° Vertical
Hue: Between -30° and +30°
Blur: Up to 1px
Noise: Up to 2% of pixels
Cutout: 5 boxes with 3% size each

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