Dataset Versions

v18

2022-06-06 12:00am

Generated on Jun 5, 2022

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 90%
558Images
Valid Set 9%
55Images
Test Set 1%
9Images

Preprocessing

Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3
Bounding Box: Brightness: Between -10% and +10%
Bounding Box: Exposure: Between -5% and +5%
Bounding Box: Blur: Up to 2px

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