Dataset Versions

v13

flip_rotate_shear_cutout_crop

Generated on Nov 15, 2021

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

Train Set 100%
2128Images
Valid Set %
0Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Modify Classes: 0 remapped, 0 dropped

Augmentations

Outputs per training example: 2
Flip: Horizontal, Vertical
Crop: 0% Minimum Zoom, 30% Maximum Zoom
Rotation: Between -22° and +22°
Shear: ±15° Horizontal, ±15° Vertical
Cutout: 25 boxes with 4% size each