Dataset Versions

v13

2024-09-02 1:03am

Generated on Sep 2, 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.
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Dataset Split

Train Set 85%
3951Images
Valid Set 9%
431Images
Test Set 6%
271Images

Preprocessing

Auto-Orient: Applied
Isolate Objects: Applied

Augmentations

Outputs per training example: 3
Bounding Box: Shear: ±21° Horizontal, ±22° Vertical

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