Dataset Versions

v19

2024-05-19 10:45am

Generated on May 19, 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.
Other Formats
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Dataset Split

Train Set 72%
2235Images
Valid Set 17%
540Images
Test Set 10%
318Images

Preprocessing

Auto-Orient: Applied

Augmentations

Outputs per training example: 3
Flip: Vertical
Rotation: Between -15° and +15°
Brightness: Between -15% and +15%
Exposure: Between -14% and +14%
Blur: Up to 2.5px

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