Dataset Versions

v11

2024-06-07 8:52am

Generated on Jun 7, 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 82%
3922Images
Valid Set 12%
558Images
Test Set 6%
279Images

Preprocessing

Auto-Orient: Applied

Augmentations

Outputs per training example: 2
Flip: Horizontal
Grayscale: Apply to 10% of images
Blur: Up to 2px
Noise: Up to 0.1% of pixels

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