Dataset Versions

v9

2022-03-12 3:24am

Generated on Mar 12, 2022

Popular Download Formats

Pascal VOC XML
Common XML annotation format for local data munging (pioneered by ImageNet).
PaliGemma
PaliGemma JSONL format used for fine-tuning PaliGemma, Google's open multimodal vision model.
CreateML JSON
CreateML JSON format is used with Apple's CreateML and Turi Create tools.
Other Formats
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Dataset Split

Train Set 92%
3543Images
Valid Set 4%
159Images
Test Set 4%
144Images

Preprocessing

Modify Classes: 16 remapped, 15 dropped

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Shear: ±0° Horizontal, ±24° Vertical
Cutout: 10 boxes with 15% size each
Bounding Box: Rotation: Between -15° and +15°

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