Dataset Versions

v17

2024-09-29 10:57am

Generated on Sep 29, 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 95%
10125Images
Valid Set 3%
367Images
Test Set 2%
175Images

Preprocessing

Isolate Objects: Applied

Augmentations

Outputs per training example: 3
Rotation: Between -5° and +5°
Cutout: 3 boxes with 5% size each

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