Dataset Versions

v27

2023-04-02 9:25am

Generated on Apr 2, 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.
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Dataset Split

Train Set 89%
465Images
Valid Set 10%
51Images
Test Set 1%
6Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 128x128

Augmentations

Outputs per training example: 3
Brightness: Between -20% and +20%
Cutout: 5 boxes with 12% size each

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