Dataset Versions

v6

2024-10-27 11:45pm

Generated on Oct 27, 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 84%
132Images
Valid Set 9%
15Images
Test Set 7%
11Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 750x1020

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Shear: ±9° Horizontal, ±14° Vertical
Grayscale: Apply to 20% of images
Hue: Between -23° and +23°
Blur: Up to 1.8px

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