Dataset Versions

v6

2024-07-30 5:35am

Generated on Jul 30, 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.
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Dataset Split

Train Set 91%
879Images
Valid Set 6%
60Images
Test Set 2%
23Images

Preprocessing

Auto-Orient: Applied

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Shear: ±12° Horizontal, ±12° Vertical
Brightness: Between -11% and +11%
Exposure: Between -13% and +13%

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