Dataset Versions

v3

2023-05-06 5:11pm

Generated on May 6, 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 85%
465Images
Valid Set 10%
52Images
Test Set 5%
29Images

Preprocessing

Auto-Orient: Applied
Filter Null: Require at least 5% of images to contain annotations.

Augmentations

Outputs per training example: 3
Blur: Up to 1.5px

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