Dataset Versions

v1

2024-11-02 9:47am

Generated on Nov 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 90%
3465Images
Valid Set 7%
267Images
Test Set 3%
132Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (white edges) in 1920x1080

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 16% Maximum Zoom
Rotation: Between -15° and +15°
Blur: Up to 1.4px

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