Dataset Versions

v7

2024-08-02 4:13pm

Generated on Aug 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.
Other Formats
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Dataset Split

Train Set 82%
6714Images
Valid Set 12%
959Images
Test Set 6%
479Images

Preprocessing

Auto-Orient: Applied

Augmentations

Outputs per training example: 2
Mosaic: Applied
Bounding Box: Flip: Vertical
Bounding Box: Crop: 5% Minimum Zoom, 20% Maximum Zoom
Bounding Box: Brightness: Between -15% and +15%

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