Dataset Versions

v2

2024-11-17 1:17am

Generated on Nov 17, 2024

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.
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Dataset Split

Train Set 82%
50Images
Valid Set 11%
7Images
Test Set 7%
4Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 320x320

Augmentations

Outputs per training example: 2
Blur: Up to 2.5px
Cutout: 3 boxes with 10% size each
Bounding Box: Noise: Up to 0.1% of pixels

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