Dataset Versions

v2

2024-07-22 5:41am

Generated on Jul 22, 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.
Other Formats
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Dataset Split

Train Set 92%
927Images
Valid Set 6%
58Images
Test Set 2%
21Images

Preprocessing

Auto-Orient: Applied

Augmentations

Outputs per training example: 3
Brightness: Between -20% and +20%
Noise: Up to 1.01% of pixels
Cutout: 5 boxes with 10% size each
Bounding Box: Blur: Up to 1.3px

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