Dataset Versions

v17

2023-11-15 2:33pm

Generated on Nov 15, 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 94%
5202Images
Valid Set 5%
272Images
Test Set 1%
66Images

Preprocessing

Modify Classes: 0 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Rotation: Between -3° and +3°
Blur: Up to 1.5px
Noise: Up to 2% of pixels

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