Dataset Versions

v2188

2022-10-10 2:10am

Generated on Oct 9, 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 86%
90Images
Valid Set 11%
12Images
Test Set 3%
3Images

Preprocessing

Auto-Orient: Applied

Augmentations

Outputs per training example: 3
Noise: Up to 3% of pixels
Cutout: 5 boxes with 7% size each

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