Dataset Versions

v34

2024-05-04 1:00pm

Generated on May 4, 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 70%
998Images
Valid Set 13%
184Images
Test Set 17%
249Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 800x600
Filter Null: Require at least 50% of images to contain annotations.

Augmentations

Outputs per training example: 2
Bounding Box: Blur: Up to 2px

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