Dataset Versions

v17

2023-05-02 9:31am

Generated on May 2, 2023

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 87%
642Images
Valid Set 8%
60Images
Test Set 5%
37Images

Preprocessing

Auto-Orient: Applied

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 10% Maximum Zoom
Rotation: Between -8° and +8°
Grayscale: Apply to 20% of images
Brightness: Between -16% and +16%
Blur: Up to 0.5px

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