Dataset Versions

v1

2022-11-10 2:47pm

Generated on Nov 10, 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 85%
2319Images
Valid Set 15%
407Images
Test Set %
0Images

Preprocessing

Modify Classes: 0 remapped, 1 dropped

Augmentations

Outputs per training example: 3
Rotation: Between -15° and +15°
Shear: ±8° Horizontal, ±8° Vertical
Blur: Up to 3px
Cutout: 5 boxes with 9% size each

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