Dataset Versions

v33

1003-rotate-cutout-shear-noise

Generated on Apr 13, 2022

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Pascal VOC XML
Common XML annotation format for local data munging (pioneered by ImageNet).
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Dataset Split

Train Set 89%
897Images
Valid Set 8%
81Images
Test Set 2%
25Images

Preprocessing

No preprocessing steps were applied.

Augmentations

Outputs per training example: 3
Rotation: Between -8° and +8°
Cutout: 13 boxes with 6% size each
Bounding Box: Shear: ±8° Horizontal, ±8° Vertical
Bounding Box: Noise: Up to 8% of pixels

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