Dataset Versions

v3

2024-01-26 9:58pm

Generated on Jan 26, 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 83%
3078Images
Valid Set 11%
397Images
Test Set 6%
213Images

Preprocessing

Modify Classes: 0 remapped, 6 dropped

Augmentations

Outputs per training example: 2
Grayscale: Apply to 20% of images
Blur: Up to 3.3px

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