Dataset Versions

v5

2024-05-02 6:49pm

Generated on May 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%
383Images
Valid Set 8%
38Images
Test Set 7%
32Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (white edges) in 1280x1280

Augmentations

Outputs per training example: 3
Brightness: Between -21% and +21%
Bounding Box: Shear: ±9° Horizontal, ±9° Vertical
Bounding Box: Blur: Up to 4.5px

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