Dataset Versions

v11

2023-08-18 12:14pm

Generated on Aug 18, 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.
Other Formats
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Dataset Split

Train Set 95%
3099Images
Valid Set 3%
106Images
Test Set 2%
53Images

Preprocessing

Grayscale: Applied

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -29° and +29°
Shear: ±17° Horizontal, ±17° Vertical
Blur: Up to 2px

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