Dataset Versions

v8

2023-11-04 7:34pm

Generated on Nov 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 84%
2372Images
Valid Set 10%
293Images
Test Set 6%
165Images

Preprocessing

Modify Classes: 0 remapped, 11 dropped

Augmentations

Outputs per training example: 2
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Brightness: Between -19% and +19%
Blur: Up to 1.5px

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