Dataset Versions

v4

2023-07-24 4:38pm

Generated on Jul 24, 2023

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 82%
28Images
Valid Set 12%
4Images
Test Set 6%
2Images

Preprocessing

Auto-Orient: Applied

Augmentations

Outputs per training example: 2
Rotation: Between -15° and +15°
Blur: Up to 2.5px
Bounding Box: Blur: Up to 2.5px
Bounding Box: Noise: Up to 5% of pixels

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