Dataset Versions

v6

2023-02-05 4:33am

Generated on Feb 4, 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 90%
5610Images
Valid Set 6%
392Images
Test Set 4%
261Images

Preprocessing

Modify Classes: 0 remapped, 2 dropped

Augmentations

Outputs per training example: 3
Saturation: Between -15% and +15%
Brightness: Between -25% and +25%
Noise: Up to 3% of pixels

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